<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TZbU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TZbU!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 424w, https://substackcdn.com/image/fetch/$s_!TZbU!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 848w, https://substackcdn.com/image/fetch/$s_!TZbU!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 1272w, https://substackcdn.com/image/fetch/$s_!TZbU!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TZbU!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png" width="1371" height="775" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:775,&quot;width&quot;:1371,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1846208,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/200849485?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!TZbU!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 424w, https://substackcdn.com/image/fetch/$s_!TZbU!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 848w, https://substackcdn.com/image/fetch/$s_!TZbU!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 1272w, https://substackcdn.com/image/fetch/$s_!TZbU!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e0d2787-edaa-418a-8b2b-03f7cfb0d392_1371x775.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey, Devs! Vlad here! The week of <strong>31 May &#8211; 6 June 2026</strong> proved that the agentic future is arriving fast. Nvidia and Microsoft doubled down on PCs that can run AI locally, open&#8209;source labs released models aimed at routing and coding, GitHub overhauled Copilot billing, and even governments weighed in on how to shepherd the technology. Here are the highlights!</p><div><hr></div><h3><strong>Nvidia unveils RTX Spark PC chip for local AI</strong></h3><p><strong><a href="https://www.linkedin.com/company/nvidia/">NVIDIA</a></strong> used Computex to introduce RTX Spark, a chip that brings inference directly to laptops and desktops and promises to make PCs into agentic AI machines. CEO Jensen Huang said the device is part of a multi&#8209;year collaboration with Microsoft to &#8220;reinvent the PC&#8221; for the AI era. Co&#8209;developed with MediaTek, RTX Spark chips will appear this fall in machines from Dell, HP, Lenovo, ASUS, Microsoft and others. The chip is designed to run autonomous agents locally, replacing cloud&#8209;only reliance. Analysts noted that bringing agents to the edge could transform PCs into &#8220;useful agentic AI personal computers&#8221; and dubbed 2026 the year of agents.</p><p><em><strong>Read more: <a href="https://nvidianews.nvidia.com/news/nvidia-microsoft-windows-pcs-agents-rtx-spark">https://nvidianews.nvidia.com/news/nvidia-microsoft-windows-pcs-agents-rtx-spark</a></strong></em></p><div><hr></div><h3><strong>Microsoft Build: Project Solara and secure agentic Windows</strong></h3><p>At its Build conference, <strong><a href="https://www.linkedin.com/company/microsoft/">Microsoft</a></strong> shifted away from traditional apps toward agent&#8209;driven experiences. CEO Satya Nadella introduced Project Solara, a family of prototype devices (badge&#8209;size units and smart&#8209;speaker&#8209;like gadgets) that host AI agents instead of an OS and apps. Microsoft also previewed the Surface RTX Spark Dev Box, an Nvidia&#8209;powered PC capable of running a 120&#8209;billion&#8209;parameter model locally. To make OpenClaw &#8212; the open&#8209;source agent orchestration framework &#8212; enterprise&#8209;ready on Windows, Microsoft announced a sandboxing tool that safely runs agent groups. A new AI agent called Scout will roll out inside Copilot to gather emails and messages that require user decisions, and Microsoft&#8217;s internal AI unit unveiled MAI Thinking&#8209;1, a reasoning model claimed to rival Anthropic&#8217;s Claude Opus 4.6.</p><p><em><strong>Read more: <a href="https://commandline.microsoft.com/project-solara-build-2026/">https://commandline.microsoft.com/project-solara-build-2026/</a></strong></em></p><div><hr></div><h3><strong>MiniMax M3: open&#8209;weight frontier model with 1M&#8209;token context</strong></h3><p>Chinese lab <strong><a href="https://www.linkedin.com/company/minimax-ai/">MiniMax</a></strong> released M3, an open&#8209;weight model built on its new MiniMax Sparse Attention (MSA) architecture. The company said M3 is the first open&#8209;weight model to combine frontier&#8209;level coding performance, a million&#8209;token context window, and native multimodality. M3 is tuned for coding and agentic work and reportedly surpasses GPT&#8209;5.5 and Gemini 3.1 Pro on SWE&#8209;Bench Pro. MSA enables a 1 M&#8209;token context while using only a fraction of compute; at 1 million tokens, M3&#8217;s per&#8209;token compute is just one&#8209;twentieth of its previous&#8209;generation model. MiniMax positions M3 as an open competitor to closed frontier models and provides weights via its API and open&#8209;source frameworks.</p><p><em><strong>Read more: <a href="https://www.minimax.io/blog/minimax-m3">https://www.minimax.io/blog/minimax-m3</a></strong></em></p><div><hr></div><h3><strong>JetBrains open&#8209;sources Mellum2 for AI routing and sub&#8209;agents</strong></h3><p><strong><a href="https://www.linkedin.com/company/jetbrains/">JetBrains</a></strong>&#8217; AI team open&#8209;sourced <strong>Mellum2</strong>, a 12&#8209;billion&#8209;parameter mixture&#8209;of&#8209;experts model designed for routing, question&#8209;answering and sub&#8209;agent tasks. Built from scratch and released under the Apache 2.0 licence, Mellum2 aims to handle the bottlenecks of production&#8209;scale AI such as latency, throughput and cost. Its mixture&#8209;of&#8209;experts design activates only 2.5 billion parameters per token, reducing compute while maintaining performance. JetBrains notes that Mellum2 excels in software engineering environments and can be run locally or fine&#8209;tuned to orchestrate complex agent workflows. Developers can experiment with Mellum2 through JetBrains&#8217; toolkit or download weights from Hugging Face.</p><p><em><strong>Read more: <a href="https://blog.jetbrains.com/ai/2026/06/mellum2-goes-open-source-a-fast-model-for-ai-workflows/">https://blog.jetbrains.com/ai/2026/06/mellum2-goes-open-source-a-fast-model-for-ai-workflows/</a></strong></em></p><div><hr></div><h3><strong>GitHub Copilot transitions to usage&#8209;based billing</strong></h3><p><strong><a href="https://www.linkedin.com/company/github/">GitHub</a></strong> announced that, starting <strong>June 1</strong>, all Copilot plans will use <strong>GitHub AI Credits</strong> instead of premium request units. Each plan will include a monthly allotment of credits, and consumption will be based on token usage (input, output and cached tokens) at the published API rates. Base prices remain unchanged &#8212; Pro ($10/mo), Pro+ ($39/mo), Business ($19/user/mo) and Enterprise ($39/user/mo) &#8212; but heavy users may need to purchase extra credits. Code completions and Next&#8209;Edit suggestions are still unlimited and do not consume credits.</p><p><em><strong>Read more: <a href="https://github.blog/news-insights/company-news/github-copilot-is-moving-to-usage-based-billing/">https://github.blog/news-insights/company-news/github-copilot-is-moving-to-usage-based-billing/</a></strong></em></p><div><hr></div><h3><strong>Anthropic urges coordinated pause in AI development</strong></h3><p><strong><a href="https://www.linkedin.com/company/anthropic-courses/">Anthropic</a></strong> published a blog post urging major AI labs to consider a <strong>coordinated and verifiable pause</strong> in model development, warning that rapid progress could allow AI systems to <strong>improve themselves without human intervention</strong>. The company&#8217;s leaders said the ability of AI to complete tasks on its own has been doubling every four months and could soon reach &#8220;recursive self&#8209;improvement,&#8221; raising safety concerns.</p><p><em><strong>Read more: <a href="https://www.anthropic.com/institute/recursive-self-improvement">https://www.anthropic.com/institute/recursive-self-improvement</a></strong></em></p><div><hr></div><p>See you next week! Cheers, proflead! ;)</p>

AI News for Developers #25: Nvidia RTX Spark, Microsoft Solara, and MiniMax M3

<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!VYsC!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!VYsC!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 424w, https://substackcdn.com/image/fetch/$s_!VYsC!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 848w, https://substackcdn.com/image/fetch/$s_!VYsC!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 1272w, https://substackcdn.com/image/fetch/$s_!VYsC!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!VYsC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png" width="1456" height="855" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:855,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2128377,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/198930316?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!VYsC!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 424w, https://substackcdn.com/image/fetch/$s_!VYsC!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 848w, https://substackcdn.com/image/fetch/$s_!VYsC!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 1272w, https://substackcdn.com/image/fetch/$s_!VYsC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2dedb08e-d876-4bcd-a827-a83a3b99a880_1636x961.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey, Devs! Vlad here! This week was packed with big updates: Google I/O, Cursor 2.5, WordPress Armstrong, and many other cool things you need to know about. Let&#8217;s jump in!</p><h2><strong>Google unifies AI coding tools under Antigravity 2.0</strong></h2><p>Gemini CLI, Code Assist, and AI Studio into a single Antigravity 2.0 platform. The platform includes a desktop app and a CLI, integrates deeply with the Gemini Enterprise Agent Platform, and aims to unify agentic workflows across desktop, terminal, and cloud environments. Existing scripts and CI workflows will need to be migrated before the previous tools are deprecated on 18 June.</p><p><em><strong>Read more: <a href="https://antigravity.google/blog/introducing-google-antigravity-2-0">https://antigravity.google/blog/introducing-google-antigravity-2-0</a></strong></em></p><div><hr></div><h2><strong>Claude for Small Business launch</strong></h2><p>On 13 May, Anthropic launched <strong>Claude for Small Business</strong>, a suite of 15 pre&#8209;built agentic workflows that integrate with QuickBooks, PayPal, HubSpot, and other services. The initiative aims to close the AI adoption gap for small businesses by providing ready&#8209;to&#8209;use automations.</p><p><em><strong>Read more: <a href="https://www.anthropic.com/news/claude-for-small-business">https://www.anthropic.com/news/claude-for-small-business</a></strong></em></p><div><hr></div><h2><strong>Cursor Composer 2.5</strong></h2><p>Cursor released version 2.5 of its coding agent. Composer 2.5, built on Moonshot&#8217;s Kimi K2.5 checkpoint, offers significant improvements in handling long-running coding tasks, follows complex instructions more reliably, and uses targeted reinforcement learning to correct specific mistakes. The model is priced at $0.50 per million input tokens and $2.50 per million output tokens (fast variant $3.00/$15.00) and positions itself as lower&#8209;cost than other frontier models.</p><p><em><strong>Read more: <a href="https://cursor.com/blog/composer-2-5">https://cursor.com/blog/composer-2-5</a></strong></em></p><div><hr></div><h2><strong>WordPress 7.0 &#8220;Armstrong&#8221;</strong></h2><p>The official WordPress release introduced a major upgrade named after LouisArmstrong. WordPress 7.0 lays &#8220;the foundation for AI across the WordPress experience&#8221; and provides a new AI Client and Abilities API that can communicate with generative models.</p><p><em><strong>Read more: <a href="https://wordpress.org/news/2026/05/armstrong/">https://wordpress.org/news/2026/05/armstrong/</a></strong></em></p><div><hr></div><h2><strong>Microsoft open&#8209;sources Rampart and Clarity</strong></h2><p>To operationalize AI agent safety, Microsoft released two open-source tools. Rampart, built on PyRIT, converts red&#8209;team findings into repeatable tests run during development and deployment to catch prompt injection, unsafe tool use, and privilege escalation. Clarity guides engineers through structured conversations about agent behavior, permissions, and trust boundaries, storing decision logs as Markdown in the repository. These tools aim to make continuous AI safety engineering part of standard DevOps.</p><p><em><strong>Learn more: </strong></em></p><div id="youtube2-o-AxGWAa06Y" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;o-AxGWAa06Y&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"></div></div><div><hr></div><h2><strong>The New Codex /goal Command Explained</strong></h2><p>Codex /goal is the most powerful feature in OpenAI Codex CLI right now, and most developers don&#8217;t know it exists yet. In this video, I show you exactly how to use the /goal command to run autonomous multi-hour coding sessions, how to write goals that actually work, and when to use /goal vs. regular prompts.</p><div id="youtube2-ePGrgs1-DsY" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;ePGrgs1-DsY&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"></div></div><p><em><strong>Watch on YouTube: <a href="https://youtu.be/ePGrgs1-DsY">Codex /goal</a></strong></em></p><div><hr></div><p>See you next week! Cheers, proflead! ;)</p>

AI News for Developers #24: Antigravity 2.0, Cursor 2.5, and AI Safety

<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!a7dV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!a7dV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 424w, https://substackcdn.com/image/fetch/$s_!a7dV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 848w, https://substackcdn.com/image/fetch/$s_!a7dV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!a7dV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!a7dV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2107250,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/197075373?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!a7dV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 424w, https://substackcdn.com/image/fetch/$s_!a7dV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 848w, https://substackcdn.com/image/fetch/$s_!a7dV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!a7dV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2643cafb-e53f-4f7d-a2eb-487a2bfeb467_1536x1024.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey devs! There&#8217;s a lot of noteworthy AI news this week. Here&#8217;s what&#8217;s new:</p><div><hr></div><h2><strong>GPT-Realtime-2, GPT-Realtime-Translate and GPT-Realtime-Whispe</strong></h2><p>GPT-Realtime-2 brings GPT-5-class reasoning to voice interactions and offers features such as tone control, parallel tool calls, and expanded context (up to 128k tokens). GPT-Realtime-Translate handles live translation from over 70 languages into 13 outputs. GPT-Realtime-Whisper delivers ultra-low-latency streaming transcription.</p><p><em><strong>Read more: <a href="https://openai.com/index/advancing-voice-intelligence-with-new-models-in-the-api/">https://openai.com/index/advancing-voice-intelligence-with-new-models-in-the-api/</a></strong></em></p><div><hr></div><h2><strong>Natural Language Autoencoders (NLAs)</strong></h2><p>Anthropic researchers introduced Natural Language Autoencoders (NLAs), an unsupervised method that translates a model&#8217;s internal activations into readable text and back again. An NLA consists of an activation verbalizer that describes a hidden activation in natural language and an activation reconstructor that maps the explanation back to the original vector. When trained jointly, these modules produce explanations that grow more informative over time.</p><p><em><strong>Read more: <a href="https://transformer-circuits.pub/2026/nla/">https://transformer-circuits.pub/2026/nla/</a></strong></em></p><div><hr></div><h2><strong>OpenAI rolled out an optional Trusted Contact</strong></h2><p>Adult users can nominate a trusted friend or family member; if the chatbot detects a conversation indicating possible self-harm, it encourages the user to reach out and sends a brief alert to the contact. The system combines automated detection with human review and aims to notify contacts within an hour. Alerts omit detailed conversation content to protect privacy. This safeguard follows a series of lawsuits alleging ChatGPT&#8217;s responses contributed to suicides and builds on earlier parental controls.</p><p><em><strong>Read more: <a href="https://openai.com/index/introducing-trusted-contact-in-chatgpt/">https://openai.com/index/introducing-trusted-contact-in-chatgpt/</a></strong></em></p><div><hr></div><h2><strong>Gemma 4: efficient open-source models from Google</strong></h2><p>Google DeepMind announced the <strong>Gemma 4</strong> family of open models, designed for advanced reasoning and agentic workflows. Available in four sizes-Effective 2B, Effective 4B, a 26B mixture-of-experts, and a 31B dense model-Gemma 4 delivers high intelligence per parameter and outperforms models many times its size.</p><p><em><strong>Read more: <a href="https://deepmind.google/models/gemma/gemma-4/">https://deepmind.google/models/gemma/gemma-4/</a></strong></em></p><div><hr></div><p>See you next week! Cheers, proflead! ;)</p>

AI News for Developers #23: Realtime Voice, Interpretable Models, Safer Chats, Gemma 4 and more

<p></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Fb_I!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Fb_I!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!Fb_I!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!Fb_I!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!Fb_I!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Fb_I!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/144917f2-66dd-4002-a597-6f66212c3245_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1927992,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/196314192?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Fb_I!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!Fb_I!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!Fb_I!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!Fb_I!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144917f2-66dd-4002-a597-6f66212c3245_1672x941.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey Devs! This past week was packed with AI developments that could influence how you build and deploy software. Here are the highlights:</p><h3><strong>Google&#8217;s code goes agentic</strong></h3><p>Sundar Pichai revealed that about 75% of Google&#8217;s new code is now AI-generated and reviewed by engineers, up from 50% last autumn. Google is shifting to &#8220;agentic&#8221; workflows, where developers orchestrate digital task forces of coding agents, enabling complex migrations to be completed 6 times faster.</p><p><em><strong>Read more: <a href="https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/cloud-next-2026-sundar-pichai/">Google Cloud Next &#8216;26 announcements</a></strong></em></p><div><hr></div><h3><strong>Meta&#8217;s business AI assistant scales</strong></h3><p>Meta said its business AI assistant beta now manages over 10 million conversations per week. Powered by the Muse Spark model, the assistant is rolling out to more regions, and over 8 million advertisers are using Meta&#8217;s AI-creative tools. Zuckerberg signaled monetization may come soon.</p><p><em><strong>Learn more: <a href="https://web.facebook.com/business/ai/business-assistant">https://web.facebook.com/business/ai/business-assistant</a></strong></em></p><div><hr></div><h3><strong>OpenAI models land on AWS</strong></h3><p>OpenAI and Amazon deepened their partnership: GPT-5.5, GPT-4.5, and the Codex coding agent are now available via Amazon Bedrock. OpenAI is committed to spending over $100 billion on AWS, and developers can access the models without leaving Amazon&#8217;s cloud.</p><div><hr></div><h3><strong>Autodata: an automatic data scientist for synthetic data</strong></h3><p>Meta AI researchers published a blog on Autodata, a method that lets AI agents act as data scientists. The agent generates training or evaluation data, analyzes its quality, and iteratively refines the data to improve it. The process uses a main LLM &#8220;data scientist&#8221; supported by sub-agents: one generates examples, others act as weak and strong solvers, and a judge evaluates the results. By meta-optimizing this system, Autodata can produce higher-quality datasets more efficiently than previous self-instruct methods.</p><p><em><strong>Read more: <a href="https://facebookresearch.github.io/RAM/blogs/autodata/">Meta AI RAM blog</a></strong></em></p><div><hr></div><h3><strong>Google Agents CLI</strong></h3><p>At Cloud Next &#8216;26, Google introduced <strong>agents-cli</strong>, a command-line tool and skills package that turns your coding agent (Gemini CLI, Claude Code, Codex, etc.) into an expert at building, evaluating, and deploying agents via Google&#8217;s Agent Development Kit (ADK). For a hands-on demonstration, check out <strong>my video &#8220;Google Agents CLI: Build AI Agents FAST (Beginner Guide)&#8221;</strong> on YouTube.</p><div id="youtube2-C-0DIcFVt4Q" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;C-0DIcFVt4Q&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"></div></div><p>The video walks through installing the CLI, generating a design spec, scaffolding an agent project, and deploying it to Cloud Run, all in just a few minutes.</p><div><hr></div><p>See you next week! Cheers, proflead! ;)</p><p></p>

AI News for Developers #22: Agentic Coding, AWS x OpenAI, and AI That Builds Its Own Data

<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!wHnL!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!wHnL!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!wHnL!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!wHnL!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!wHnL!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!wHnL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1956329,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/195413798?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!wHnL!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!wHnL!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!wHnL!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!wHnL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22a2d6dd-b418-49d5-906d-a7a9db629e7b_1672x941.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey Devs! During this week, several important AI announcements were made that directly affect developers. Let&#8217;s jump into it. ;)</p><div><hr></div><h3><strong>GPT-5.5 released to ChatGPT and Codex</strong></h3><p>OpenAI released GPT-5.5 to ChatGPT Pro and Codex users on 23 April 2026. The GPT-5.5 keeps the 1 M-token context window of GPT-5.4 but is priced at $5 per 1 M input tokens and $30 per 1 M output tokens, roughly double the price of GPT-5.4. Despite the price, GPT-5.5 improves performance on 9 of 10 benchmarks (e.g., ARC-AGI-2, MCP Atlas, Terminal-Bench 2.0) and completes the same Codex tasks with fewer tokens and similar per-token latency.</p><p><em><strong>Read more: <a href="https://openai.com/index/introducing-gpt-5-5/">https://openai.com/index/introducing-gpt-5-5/</a></strong></em></p><div><hr></div><h3><strong>ChatGPT Images 2.0</strong></h3><p>OpenAI released ChatGPT Images 2.0, describing it as a complete rethink of its image&#8209;generation model. The new model expands the product from a fun, creative tool into a visual workflow platform. PetaPixel notes that OpenAI designed Images 2.0 to be available across ChatGPT, Codex, and the API so that developers can incorporate it into code&#8209;generation and research workflows</p><p><em><strong>Read more: <a href="https://openai.com/index/introducing-chatgpt-images-2-0/">https://openai.com/index/introducing-chatgpt-images-2-0/</a></strong></em></p><div><hr></div><h3><strong>Google AI Agent Clinic lessons</strong></h3><p>Google&#8217;s AI Agent Clinic series published a post on 21 April 2026 that shares lessons from refactoring a monolithic sales&#8209;research agent. The article is written for developers building complex agents and recommends:</p><ul><li><p>Break up monolithic agents</p></li><li><p>Force structured outputs</p></li><li><p>Use dynamic Retrieval&#8209;Augmented Generation (RAG)</p></li><li><p>Add observability and cost control</p></li></ul><p>These lessons help developers design more maintainable and cost&#8209;efficient AI agents that can survive in production.</p><p><em><strong>Read more: <a href="https://developers.googleblog.com/production-ready-ai-agents-5-lessons-from-refactoring-a-monolith/">https://developers.googleblog.com/production-ready-ai-agents-5-lessons-from-refactoring-a-monolith/</a></strong></em></p><div><hr></div><h2><strong>Hermes Agent + Ollama: How to Install Hermes Locally Fast</strong></h2><p>Run Hermes Agent locally with Ollama in just 1 minute, no API, no cloud, no cost. In this tutorial, I&#8217;ll show you how to install a fully local AI agent, how it works, and real use cases to boost your workflow.</p><div id="youtube2-aAQWB3-XD5s" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;aAQWB3-XD5s&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"></div></div><p>Watch on YouTube: <strong><a href="https://youtu.be/aAQWB3-XD5s?si=JgUpYwnmRBOFNYBY">Hermes Agent Locally with Ollama</a></strong></p><div><hr></div><p>See you next week! Cheers, proflead!</p>

AI News for Developers #21: GPT-5.5, Images 2.0 & Real Production Agents

<p>Hey Devs! Another wave of agentic AI innovations rolled in this week.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!vb2R!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!vb2R!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 424w, https://substackcdn.com/image/fetch/$s_!vb2R!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 848w, https://substackcdn.com/image/fetch/$s_!vb2R!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 1272w, https://substackcdn.com/image/fetch/$s_!vb2R!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!vb2R!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png" width="1456" height="880" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:880,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2450184,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/194663128?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!vb2R!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 424w, https://substackcdn.com/image/fetch/$s_!vb2R!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 848w, https://substackcdn.com/image/fetch/$s_!vb2R!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 1272w, https://substackcdn.com/image/fetch/$s_!vb2R!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ad3c846-7b32-43c0-a012-afbab9d9e36a_1614x975.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><h3><strong>Claude&#8239;Opus&#8239;4.7 (Anthropic)</strong></h3><p>Anthropic&#8217;s latest flagship model significantly improves coding abilities: SWE&#8209;bench Verified scores jump from 80.8&#8239;% to 87.6&#8239;%, and CursorBench scores rise from 58&#8239;% to 70&#8239;%. The update increases vision resolution to 3.75&#8239;MP and introduces an <strong>&#8220;xhigh&#8221; effort level</strong> plus a new /ultrareview command for deeper analysis. However, it shows a regression on Terminal&#8209;Bench and adds stricter safety filters to block prohibited cybersecurity exploits.</p><p><em><strong>Read More about the model: <a href="https://www.anthropic.com/news/claude-opus-4-7">https://www.anthropic.com/news/claude-opus-4-7</a></strong></em></p><div><hr></div><h3><strong>Grok&#8239;4.3&#8239;Beta (xAI)</strong></h3><p>xAI quietly launched Grok&#8239;4.3&#8239;Beta, a large pre&#8209;trained model matching the scale of Grok&#8239;4.20. It introduces agents that can create presentations, spreadsheets, and documents, moving beyond simple chat to deliver real downloadable files. The beta is available via an early&#8209;access subscription priced around US$300 per month.</p><p><em><strong>Read more: <a href="https://grok.com/release-notes/apr-17-2026">https://grok.com/release-notes/apr-17-2026</a></strong></em></p><div><hr></div><h3><strong>Major OpenAI&#8239;Codex update</strong></h3><p>On April 16, OpenAI rolled out a major update to its Codex assistant. Codex can now operate the user&#8217;s computer, seeing, clicking, and typing on applications, and includes an in&#8209;app browser. It supports multiple terminal tabs and remote dev boxes, integrates more than 90 plugins (e.g., Atlassian Rovo, CircleCI, CodeRabbit), and can generate images via gpt&#8209;image&#8209;1.5. A preview of <strong>memory</strong> lets Codex remember user context and preferences for long&#8209;running tasks.</p><p><em><strong>Read more: <a href="https://openai.com/index/codex-for-almost-everything/">https://openai.com/index/codex-for-almost-everything/</a></strong></em></p><div><hr></div><h3><strong>Agents&#8239;SDK&#8239;0.14.0 (OpenAI)</strong></h3><p>OpenAI&#8217;s April 15 update to the Agents SDK introduces a more capable harness for multi&#8209;step agent loops, native sandbox execution, and separation of the harness from compute for better security and scalability. The SDK allows developers to give agents a controlled workspace to inspect files and run commands safely in sandboxed environments.</p><p><em><strong>Read more: <a href="https://openai.com/index/the-next-evolution-of-the-agents-sdk/">https://openai.com/index/the-next-evolution-of-the-agents-sdk/</a></strong></em></p><div><hr></div><h3><strong>Hermes Agent open&#8209;sourced (Nous Research)</strong></h3><p>Nous Research released Hermes Agent, a self&#8209;improving agent designed to co&#8209;evolve with users. Part of the Hermes model series, it aims to transition from static large language models to &#8220;Large Action Models&#8221; (LAMs) by enabling adaptive, tool&#8209;using agents. The open&#8209;source project emphasizes user adaptability and encourages community contributions.</p><p>Read more: </p><p>https://hermes-agent.nousresearch.com/</p><div><hr></div><h3><strong>GitHub Copilot Agents Explained: How to Build a Custom Agent</strong></h3><p>In this video, I&#8217;ll show you how to design custom AI agents in VS Code or Copilot CLI using GitHub Copilot and explain why GitHub Copilot AI agents for beginners is the most important skill to learn this year.</p><div id="youtube2-PBPypdvlVQo" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;PBPypdvlVQo&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"></div></div><p>Watch on YouTube: <strong><a href="https://youtu.be/PBPypdvlVQo">GitHub Copilot Agents</a></strong></p><div><hr></div><p>See you next week! Cheers, proflead!</p>

AI News for Developers #20: OpenAI Codex, Claude Opus 4.7 & Hermes Agent

<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!7Dh8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!7Dh8!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 424w, https://substackcdn.com/image/fetch/$s_!7Dh8!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 848w, https://substackcdn.com/image/fetch/$s_!7Dh8!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 1272w, https://substackcdn.com/image/fetch/$s_!7Dh8!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!7Dh8!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png" width="1373" height="832" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:832,&quot;width&quot;:1373,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1327386,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/193227382?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!7Dh8!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 424w, https://substackcdn.com/image/fetch/$s_!7Dh8!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 848w, https://substackcdn.com/image/fetch/$s_!7Dh8!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 1272w, https://substackcdn.com/image/fetch/$s_!7Dh8!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff32a9027-d8a5-4520-b83b-bd226c968e32_1373x832.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey Devs! This week brought a wave of agentic AI innovations. Major announcements included Google&#8217;s Gemma 4 models, new agent-ready models from Microsoft, and upgrades to Claude that link it to Microsoft 365 and Windows PCs. Several tools expanded the context windows and introduced efficient on-device AI models. Here are the highlights relevant to developers.</p><div><hr></div><h3><strong>Google releases Gemma 4 open models</strong></h3><p>Google introduced Gemma 4, a suite of open models spanning 2 billion (E2B) and 4 billion (E4B) parameter edge models, as well as larger 26 billion Mixture-of-Experts and 31 billion dense models. The models were designed for advanced reasoning, agentic workflows, and native function calling; they offer multimodal vision and audio support and long 128K-256K-token context windows.</p><p><em><strong>Read more: <a href="https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/">https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/</a></strong></em></p><div><hr></div><h3><strong>Microsoft launches MAI-Transcribe-1, MAI-Voice-1 and MAI-Image-2 models</strong></h3><p>Microsoft released three models optimized for productivity: MAI-Transcribe-1 transcribes speech in the top 25 languages with a 2.5&#215; speed improvement over Azure&#8217;s previous offering and low word-error rates; MAI-Voice-1 generates realistic speech at 60 seconds of audio per second and allows custom voice creation with a few seconds of input; and MAI-Image-2 generates images quickly with natural lighting, accurate skin tones, and high-quality diagrams.</p><p><em><strong>Read more: <a href="https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/introducing-mai-transcribe-1-mai-voice-1-and-mai-image-2-in-microsoft-foundry/4507787">https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/introducing-mai-transcribe-1-mai-voice-1-and-mai-image-2-in-microsoft-foundry/4507787</a></strong></em></p><div><hr></div><h3><strong>PrismML introduces Bonsai 8B 1-bit model</strong></h3><p>PrismML released Bonsai 8B, a 1.15 GB 8-billion-parameter language model that uses 1-bit weights (&#177;1 with a shared scale factor). This design makes Bonsai 8B 14&#215; smaller, 8&#215; faster, and 5&#215; more energy-efficient than full-precision models while maintaining comparable performance.</p><p><em><strong>Read more: </strong></em></p><p>https://prismml.com/</p><div><hr></div><h3><strong>Alibaba&#8217;s Qwen 3.6 Plus preview</strong></h3><p>Qwen 3.6 Plus offers a 1-million-token context window and up to 65K output tokens, enabling the model to process entire codebases and documents. It supports always-on chain-of-thought reasoning, native function calling, and multimodal input, making it suitable for agentic coding and large-scale repository analysis.</p><p><em><strong>Read more: <a href="https://qwen.ai/blog?id=qwen3.6">https://qwen.ai/blog?id=qwen3.6</a></strong></em></p><div><hr></div><h3><strong>Cursor 3: an agent-centric IDE</strong></h3><p>Cursor&#8217;s blog announced Cursor 3, a new development environment that treats agents as first-class citizens. The Agents Window allows running multiple local or cloud agents across repositories and handing sessions off between environments. A built-in browser lets agents open local websites and a plugin marketplace enables integration with third-party tools.</p><p><em><strong>Read more: <a href="https://cursor.com/blog/cursor-3">https://cursor.com/blog/cursor-3</a></strong></em></p><div><hr></div><p><strong>GitHub Copilot CLI 101: The Complete Guide to Every Slash Command</strong></p><p>GitHub Copilot CLI brings AI directly into your terminal, and the slash commands are where the real power hides. I tested all of them, so you know exactly which ones are worth your time.</p><div id="youtube2-p7LakGgyb8M" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;p7LakGgyb8M&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"></div></div><p>Watch on YouTube: <strong><a href="https://youtu.be/p7LakGgyb8M?si=tPjBWQFED4OtfIfN">GitHub Copilot CLI</a></strong></p><div><hr></div><p>See you next week! Cheers, proflead!</p>

AI News for Developers #19: Gemma 4, Qwen 1M Context, Cursor 3

<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!9ppn!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9ppn!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 424w, https://substackcdn.com/image/fetch/$s_!9ppn!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 848w, https://substackcdn.com/image/fetch/$s_!9ppn!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 1272w, https://substackcdn.com/image/fetch/$s_!9ppn!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!9ppn!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png" width="1183" height="688" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:688,&quot;width&quot;:1183,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1380307,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://proflead.substack.com/i/191941008?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!9ppn!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 424w, https://substackcdn.com/image/fetch/$s_!9ppn!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 848w, https://substackcdn.com/image/fetch/$s_!9ppn!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 1272w, https://substackcdn.com/image/fetch/$s_!9ppn!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77c1ff2e-c7da-4e2b-858f-8315f2a30aef_1183x688.png 1456w" sizes="100vw" fetchpriority="high"></picture></a></figure></div><p>Hey Devs! :) This week is all about making AI agents more practical: more portable, more efficient, and better connected to real tools.</p><div><hr></div><h3><strong>GitAgent</strong></h3><p>GitAgent is an open standard for defining AI agents in a portable, git-native way. It was launched by and positions itself as a way to reduce fragmentation across ecosystems such as LangChain, CrewAI, Microsoft AI Foundry, Snowflake Cortex, Databricks Agent Bricks, n8n, and Zapier. This could make agents easier to version, move, and review across different stacks.</p><p><em><strong>Read more: <a href="https://www.linkedin.com/posts/sivasurend_today-we-are-launching-gitagent-the-open-activity-7432508086692675584-jOxl/">https://www.linkedin.com/posts/sivasurend_today-we-are-launching-gitagent-the-open-activity-7432508086692675584-jOxl/</a></strong></em></p><div><hr></div><h3><strong>NVIDIA Nemotron-Cascade 2</strong></h3><p>NVIDIA released Nemotron-Cascade 2, an open 30B MoE model with 3B active parameters. The big story here is efficiency: strong reasoning and agentic performance without needing a huge always-active model. This is another sign that smarter, smaller models are becoming more serious.</p><p><em><strong>Read more: <a href="https://research.nvidia.com/labs/nemotron/files/Nemotron-Cascade-2.pdf?ref=arwriter.ai">https://research.nvidia.com/labs/nemotron/files/Nemotron-Cascade-2.pdf?ref=arwriter.ai</a></strong></em></p><div><hr></div><h3><strong>Google Colab MCP Server</strong></h3><p>Google Colab now offers an open-source MCP server, making it easier for local AI agents to connect to Colab runtimes and GPUs. This is a practical step for developers who want to combine local agent workflows with cloud computing.</p><p><em><strong>Read more: <a href="https://developers.googleblog.com/announcing-the-colab-mcp-server-connect-any-ai-agent-to-google-colab/">https://developers.googleblog.com/announcing-the-colab-mcp-server-connect-any-ai-agent-to-google-colab/</a></strong></em></p><div><hr></div><h3><strong>Claude Code Telegram Plugin</strong></h3><p>Anthropic&#8217;s official Claude plugins repo now includes a Telegram plugin. It lets Claude Code connect to Telegram via MCP, opening up interesting automation and remote-assistant use cases. Just make sure access settings are configured carefully.</p><p><em><strong>Read more: <a href="https://code.claude.com/docs/en/channels">https://code.claude.com/docs/en/channels</a></strong></em></p><div><hr></div><h3><strong>GitHub Dev Day Perth</strong></h3><p>On a personal note, I was a speaker at GitHub Dev Day in Perth. My talk was about orchestrating multiple agents in VS Code. It was a great event with a lot of good content and many new connections. If you want more details about the talk or the material I shared, feel free to reach out.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!C5Lm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!C5Lm!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 424w, https://substackcdn.com/image/fetch/$s_!C5Lm!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 848w, https://substackcdn.com/image/fetch/$s_!C5Lm!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!C5Lm!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!C5Lm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg" width="800" height="1062" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1062,&quot;width&quot;:800,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Article content&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Article content" title="Article content" srcset="https://substackcdn.com/image/fetch/$s_!C5Lm!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 424w, https://substackcdn.com/image/fetch/$s_!C5Lm!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 848w, https://substackcdn.com/image/fetch/$s_!C5Lm!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!C5Lm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa61e2dae-b7ec-4979-a336-b7f6fac6b97a_800x1062.jpeg 1456w" sizes="100vw" loading="lazy"></picture></a><figcaption class="image-caption">GitHub Dev Day, Perth</figcaption></figure></div><p>See you next week! Cheers, proflead!</p>

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