AI Field Notes collects 15 high-signal items from AI News on Jul 11, 2026. Lead signal: pick the right PRs, rewrite their intent into prompts, and hold out the tests for scoring.
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“P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex here.”
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex here.
“Claude handles most inputs, but video was the missing link. "/watch" fixes that by ingesting your links and recordings. It analyzes frames and audio to answer technical questions just like a teammate.”
Claude handles most inputs, but video was the missing link. "/watch" fixes that by ingesting your links and recordings. It analyzes frames and audio to answer technical questions just like a teammate.
“The new venture, named Entire, just released its distributed Git network platform. Your code stays on GitHub, but agents can now clone and pull from a nearby mirrored copy. Founder Thomas Dohmke says this setup eliminates the rate limits and latency issues caused by billions of clones hitting a single server. It works”
The new venture, named Entire, just released its distributed Git network platform. Your code stays on GitHub, but agents can now clone and pull from a nearby mirrored copy. Founder Thomas Dohmke says this setup eliminates the rate limits and latency issues caused by billions of clones hitting a single server. It works
“The new venture, named Entire, just released its distributed Git network platform. Your code stays on GitHub, but agents can now clone and pull from a nearby mirrored copy. Founder Thomas Dohmke says this setup eliminates the rate limits and latency issues caused by billions of clones hitting a single server. It works”
The new venture, named Entire, just released its distributed Git network platform. Your code stays on GitHub, but agents can now clone and pull from a nearby mirrored copy. Founder Thomas Dohmke says this setup eliminates the rate limits and latency issues caused by billions of clones hitting a single server. It works
“Zuckerberg's AI lab just shipped Muse Spark 1.1 along with the Meta Model API. This marks a shift from their usual open-weight Llama releases, moving to a hosted model with per-token pricing. The update is built for long agentic tasks. It handles planning across parallel subagents and manages a massive 1M-token context”
Zuckerberg's AI lab just shipped Muse Spark 1.1 along with the Meta Model API. This marks a shift from their usual open-weight Llama releases, moving to a hosted model with per-token pricing. The update is built for long agentic tasks. It handles planning across parallel subagents and manages a massive 1M-token context
“Zuckerberg's AI lab just shipped Muse Spark 1.1 along with the Meta Model API. This marks a shift from their usual open-weight Llama releases, moving to a hosted model with per-token pricing. The update is built for long agentic tasks. It handles planning across parallel subagents and manages a massive 1M-token context”
Zuckerberg's AI lab just shipped Muse Spark 1.1 along with the Meta Model API. This marks a shift from their usual open-weight Llama releases, moving to a hosted model with per-token pricing. The update is built for long agentic tasks. It handles planning across parallel subagents and manages a massive 1M-token context
“The ChatGPT maker just dropped GPT-5.6 in three tiers named Sol, Terra, and Luna. OpenAI claims flagship Sol leads the Artificial Analysis Coding Agent Index with a score of 80 while using less than half the output tokens of Claude Fable 5. All three models are live in the API with Programmatic Tool Calling and a paral”
The ChatGPT maker just dropped GPT-5.6 in three tiers named Sol, Terra, and Luna. OpenAI claims flagship Sol leads the Artificial Analysis Coding Agent Index with a score of 80 while using less than half the output tokens of Claude Fable 5. All three models are live in the API with Programmatic Tool Calling and a paral
“The ChatGPT maker just dropped GPT-5.6 in three tiers named Sol, Terra, and Luna. OpenAI claims flagship Sol leads the Artificial Analysis Coding Agent Index with a score of 80 while using less than half the output tokens of Claude Fable 5. All three models are live in the API with Programmatic Tool Calling and a paral”
The ChatGPT maker just dropped GPT-5.6 in three tiers named Sol, Terra, and Luna. OpenAI claims flagship Sol leads the Artificial Analysis Coding Agent Index with a score of 80 while using less than half the output tokens of Claude Fable 5. All three models are live in the API with Programmatic Tool Calling and a paral
“A Linear design engineer reviewed Apple's WWDC videos and turned them into 17 design principles, packaged as a Claude skill (9.1K likes).”
A Linear design engineer reviewed Apple's WWDC videos and turned them into 17 design principles, packaged as a Claude skill (9.1K likes).
“new users get 100 credits, no strings attached.”
new users get 100 credits, no strings attached.
“You can't get the most out of coding agents without knowing how they actually work. Django co-creator Simon Willison wrote a practical guide to fix that. It explains technical details like system prompts and execution loops without any fluff.”
You can't get the most out of coding agents without knowing how they actually work. Django co-creator Simon Willison wrote a practical guide to fix that. It explains technical details like system prompts and execution loops without any fluff.
“A command-line tool to build, test, and deploy agents on Google Cloud. It's designed to work with your coding agent like Antigravity, Claude Code, or Codex.”
A command-line tool to build, test, and deploy agents on Google Cloud. It's designed to work with your coding agent like Antigravity, Claude Code, or Codex.
“In this tutorial, former Vercel engineer Matt Pocock shows you how to optimize your dev process using v1.1 of the skills repo. You'll find major updates like renamed flow skills (/to-spec, /to-tickets), improved grilling, a full development lifecycle, and the new Wayfinder skill for planning large projects.”
In this tutorial, former Vercel engineer Matt Pocock shows you how to optimize your dev process using v1.1 of the skills repo. You'll find major updates like renamed flow skills (/to-spec, /to-tickets), improved grilling, a full development lifecycle, and the new Wayfinder skill for planning large projects.
“pick the right PRs, rewrite their intent into prompts, and hold out the tests for scoring.”
pick the right PRs, rewrite their intent into prompts, and hold out the tests for scoring.