Libraries, frameworks, agents, and dev workflow.https://ai-digest-b7u.pages.dev/https://huggingface.co/blog/nvidia/open-data-for-agentshttps://huggingface.co/blog/nvidia/open-data-for-agentsNVIDIA releases synthetic open datasets for agentic AI training to enable better tool-use failures and multi-step reasoning without exposing proprietary "secrets" that make…Wed, 08 Jul 2026 00:00:00 GMThttps://huggingface.co/blog/native-speed-vllm-transformers-backendhttps://huggingface.co/blog/native-speed-vllm-transformers-backendThe transformers library's vLLM backend now achieves native inference speeds via torch.fx static analysis and runtime layer fusions for compatible architectures, eliminating…Wed, 08 Jul 2026 00:00:00 GMThttps://www.latent.space/p/modal2026https://www.latent.space/p/modal2026Modal CTO Akshat Bubna argues that traditional cloud infrastructure designed for human developers who can fill context gaps in their heads doesn't work for agents, which…Wed, 08 Jul 2026 00:00:00 GMThttps://newsletter.pragmaticengineer.com/p/the-pragmatic-engineer-amahttps://newsletter.pragmaticengineer.com/p/the-pragmatic-engineer-amaAndrew Stellman answers subscriber questions about software engineering, AI, hiring, and his career; shares three stories including how COVID prompted him to become a full-time…Wed, 08 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/8/rewriting-bun-in-rust/#atom-everythinghttps://simonwillison.net/2026/Jul/8/rewriting-bun-in-rust/#atom-everythingBun developer Jarred Sumner uses Claude Anthropic's latest frontier model (Mythos/Fable) to rewrite Zig codebase in safe Rust using test suite as conformance suite; the 1.1…Wed, 08 Jul 2026 00:00:00 GMThttps://huggingface.co/blog/amazon/one-click-to-sagemaker-studiohttps://huggingface.co/blog/amazon/one-click-to-sagemaker-studioFrom Hugging Face to Amazon SageMaker Studio in one click — New deep-link integration lets developers deploy models directly from Hugging Face into pre-configured SageMaker…Tue, 07 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/7/sqlite-utils-4/#atom-everythinghttps://simonwillison.net/2026/Jul/7/sqlite-utils-4/#atom-everythingsqlite-utils 4.0, now with database schema migrations — Introducing native schema-migrations support via programmatic Python migration files that track applied changes in a…Tue, 07 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/7/sqlite-migrate/#atom-everythinghttps://simonwillison.net/2026/Jul/7/sqlite-migrate/#atom-everythingsqlite-migrate 0.2 — The final release promoting schema migrations as built-in into sqlite-utils; existing projects continue unchanged while new users get migration features by…Tue, 07 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/7/github-code-component/#atom-everythinghttps://simonwillison.net/2026/Jul/7/github-code-component/#atom-everythinggithub-code Web Component — New GPT-5.5 generated component that embeds specific GitHub code blocks with line numbers for previewing snippets in the browser;Tue, 07 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/7/sqlite-utils-2/#atom-everythinghttps://simonwillison.net/2026/Jul/7/sqlite-utils-2/#atom-everythingsqlite-utils 4.0rc4 — Last RC release implementing detailed Fable 5 review feedback before stable launch with compound FKs, nested transactions, and migrations ready for…Tue, 07 Jul 2026 00:00:00 GMThttps://huggingface.co/blog/skypilot-hf-storagehttps://huggingface.co/blog/skypilot-hf-storageHugging Face + SkyPilot now offer zero egress storage, allowing teams to mount any Hub repo as a local path with hf:// URLs and run compute where GPU capacity exists without…Tue, 07 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/6/hy3/#atom-everythinghttps://simonwillison.net/2026/Jul/6/hy3/#atom-everythingTencent's Hy3 multimodal model announced by Simon Willison — a new entrant to the LLM race from China with Pelican-riding-a-bicycle branding and generative AI capabilities…Mon, 06 Jul 2026 00:00:00 GMThttps://huggingface.co/blog/lerobot-release-v060https://huggingface.co/blog/lerobot-release-v060Mon, 06 Jul 2026 00:00:00 GMThttps://importai.substack.com/p/import-ai-464-fables-writes-gpu-kernelshttps://importai.substack.com/p/import-ai-464-fables-writes-gpu-kernelsMon, 06 Jul 2026 00:00:00 GMThttps://huggingface.co/blog/revamped-kernelshttps://huggingface.co/blog/revamped-kernelsMon, 06 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/4/building-a-world-map-with-only-500-bytes/#atom-everythinghttps://simonwillison.net/2026/Jul/4/building-a-world-map-with-only-500-bytes/#atom-everythingSimon Willison, July 4) – Pushing ASCII art and data URL techniques to represent global geography in under 500 bytes of JavaScript. SourceSat, 04 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/4/better-models-worse-tools/#atom-everythinghttps://simonwillison.net/2026/Jul/4/better-models-worse-tools/#atom-everythingSimon Willison, July 4) – Reflection on how improved LLMs don't always translate to better developer tooling; discusses Armin Ronacher's observations and tools from…Sat, 04 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/3/open-source-ai-gap-map/#atom-everythinghttps://simonwillison.net/2026/Jul/3/open-source-ai-gap-map/#atom-everythingexplores gaps in the open-source AI landscape, covering categories from local LLMs to generative-AI tooling and dataset creation. URLFri, 03 Jul 2026 00:00:00 GMThttps://www.latent.space/p/vercel-agents-new-softwarehttps://www.latent.space/p/vercel-agents-new-softwareAgents as a new kind of software, by Vercel's Andrew Qu (latent.space/p/vercel-agents-new-software) — published 2026-07-03Thu, 02 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/2/llm-coding-agent/#atom-everythinghttps://simonwillison.net/2026/Jul/2/llm-coding-agent/#atom-everythingSimon Willison releases llm-coding-agent v0.1a0: an open implementation that wraps coding agents and exposes a simple interface (simonwillison.net) — published 2026-07-02Thu, 02 Jul 2026 00:00:00 GMThttps://simonwillison.net/2026/Jul/2/dspy-datasette-agent-prompts/#atom-everythinghttps://simonwillison.net/2026/Jul/2/dspy-datasette-agent-prompts/#atom-everythingSimon Willison applies DSPy to evaluate and improve Datasette Agent's SQL system prompts, making it smarter at query generation (simonwillison.net) — published 2026-07-02Thu, 02 Jul 2026 00:00:00 GMThttps://www.latent.space/p/aiewf-daily-dispatch-loopshttps://www.latent.space/p/aiewf-daily-dispatch-loopsRichard MacManus reports from the second day of the AI Engineer World's Fair where "loops" dominated conversations about agent engineering. Key themes include loopcraft…Wed, 01 Jul 2026 00:00:00 GMThttps://www.latent.space/p/forward-deployed-engineers-aiewfhttps://www.latent.space/p/forward-deployed-engineers-aiewfDeep dive into how forward deployed engineers are shaping the future of software engineering. URL (Published: 2026-07-01)Tue, 30 Jun 2026 00:00:00 GMThttps://huggingface.co/blog/eee-community-evalshttps://huggingface.co/blog/eee-community-evalsEvery eval ever results are now visible directly on HuggingFace model pages, making it easier to compare models. URL (Posted by eeecommunity; Published: 2026-06-30)Tue, 30 Jun 2026 00:00:00 GMThttps://www.latent.space/p/loopcrafthttps://www.latent.space/p/loopcraftAn exploration of the art and principles of creating effective loops in agentic systems. URL (Published: 2026-06-12; Date may be historical based on publish date within article…Tue, 30 Jun 2026 00:00:00 GMThttps://huggingface.co/blog/ibm-research/scarfbenchhttps://huggingface.co/blog/ibm-research/scarfbenchA new benchmark specifically for evaluating AI agents' performance in enterprise Java framework migration tasks. URL (Posted by IBM Research; Published: 2026-06-30)Tue, 30 Jun 2026 00:00:00 GMThttps://simonwillison.net/2026/Jun/30/shot-scraper-video/#atom-everythinghttps://simonwillison.net/2026/Jun/30/shot-scraper-video/#atom-everythingLearn how to have your AI agents record video demos of their work using the newly updated shot-scraper toolchain. URL (Published: 2026-06-30; Categories: projects, python, ai,…Tue, 30 Jun 2026 00:00:00 GMThttps://simonwillison.net/2026/Jun/30/shot-scraper/#atom-everythinghttps://simonwillison.net/2026/Jun/30/shot-scraper/#atom-everythingLatest release of shot-scraper with new features for automated visual testing and screen capture automation. URL (Published: 2026-06-30; Categories: python, coding-agents)Tue, 30 Jun 2026 00:00:00 GMThttps://simonwillison.net/2026/Jun/28/jon-udell/#atom-everythinghttps://simonwillison.net/2026/Jun/28/jon-udell/#atom-everythingSimon Willison's "Quoting Jon Udell" blog post ( — covers coding-agents, generative-ai, llms; published 2026-06-28Sun, 28 Jun 2026 00:00:00 GMThttps://simonwillison.net/2026/Jun/28/hack-your-summer/#atom-everythinghttps://simonwillison.net/2026/Jun/28/hack-your-summer/#atom-everythingSimon Willison's "Hack Your Summer" career advice ( published 2026-06-28Sun, 28 Jun 2026 00:00:00 GMThttps://magazine.sebastianraschka.com/p/using-local-coding-agentshttps://magazine.sebastianraschka.com/p/using-local-coding-agentsSebastian Raschka's Ahead of AI piece covering safe local agent design, privacy (keep code on-device), cost controls with LLMs; practical IDE integration patterns and…Sun, 28 Jun 2026 00:00:00 GMThttps://natesnewsletter.substack.com/p/ai-loop-managershttps://natesnewsletter.substack.com/p/ai-loop-managers+ prompts to map yours). Nate's Newsletter explores frameworks for identifying recurring tasks suitable for automation loops. URL: | Published: 2026-06-24Thu, 25 Jun 2026 00:00:00 GMThttps://www.youtube.com/watch?v=A4zMyjkL0Dchttps://www.youtube.com/watch?v=A4zMyjkL0DcVideo discusses "loop of loops" approach—organizing agents around recurring jobs rather than one-off prompts, moving from task-by-task prompting to agent-based solutions that…Thu, 25 Jun 2026 00:00:00 GMThttps://natesnewsletter.substack.com/p/ai-agent-ownershiphttps://natesnewsletter.substack.com/p/ai-agent-ownershipNew article highlights that "everyone is running agents nobody owns" and introduces a one-page ownership framework with two essential prompts to fix the problem. ReadMon, 22 Jun 2026 00:00:00 GMThttps://www.youtube.com/watch?v=rh_PcL26zlshttps://www.youtube.com/watch?v=rh_PcL26zlsVideo explaining the difference between assistant interactions (ask/answer model) versus agent systems that produce reusable work products with clear ownership requirements. WatchMon, 22 Jun 2026 00:00:00 GMThttps://natesnewsletter.substack.com/p/ai-agent-maintenancehttps://natesnewsletter.substack.com/p/ai-agent-maintenanceURLThu, 18 Jun 2026 00:00:00 GMThttps://www.youtube.com/watch?v=BOXK2XFLA-Ehttps://www.youtube.com/watch?v=BOXK2XFLA-EURLThu, 18 Jun 2026 00:00:00 GMThttps://www.youtube.com/watch?v=xqGCbEDbny8https://www.youtube.com/watch?v=xqGCbEDbny8| "Only 1 in 1,600 People Use Codex. Here's How to Catch Up." (June 12)Sat, 13 Jun 2026 00:00:00 GMThttps://natesnewsletter.substack.com/p/codex-guide-no-codehttps://natesnewsletter.substack.com/p/codex-guide-no-codefrom Nates Newsletter (June 12)Sat, 13 Jun 2026 00:00:00 GMThttps://www.youtube.com/watch?v=tRsQsTMvPNghttps://www.youtube.com/watch?v=tRsQsTMvPNgJune 12)Sat, 13 Jun 2026 00:00:00 GMThttps://www.youtube.com/watch?v=2GbJl_-3bMshttps://www.youtube.com/watch?v=2GbJl_-3bMsJune 12)Sat, 13 Jun 2026 00:00:00 GMT