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Deep dives into AI agents, coding tools, and building with LLMs.
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cdnjs now runs entirely on Cloudflare Workers, Workflows, R2, and Queues. How the publishing pipeline was rebuilt and the two platform limits it raised.
Change2Task turns merged pull requests into verified, executable coding agent tasks that stay current with the codebase, across five task families.
Claude Mythos Preview explained: Anthropic's gated frontier model, who got access through Project Glasswing, what it found, and where the model line went next.
Coding agents rarely read open source AI contribution rules on their own and never refuse AI-banned repos. RepoComplianceBench shows what prompts can fix.
AGENTS.md and context files do not measurably change coding agent correctness in a 288-run Claude Code and Codex ablation. Failures were implementation skill.
DeepSeek V4 Flash 0731 was re-post-trained for agent work. Its benchmark numbers, native Responses API and Codex support, and how to wire it up today.
DeepSeek V4 Flash 0731 is the official V4 Flash API release, re-post-trained to beat V4-Pro-Preview on agent benchmarks. How to run it in OpenCode today.
Gemini Robotics ER 2 is public in the Gemini API. It watches live video to track progress, orchestrates VLA models as tools, and coordinates multiple robots.
GitHub Actions $/ syntax resolves a same-repo action or reusable workflow at the running commit, with no checkout. It fixes SHA pinning for your own actions.
casefold is the open-source Rust crate GitHub uses to case-fold code for Blackbird at memory bandwidth, and why dropping the early exit let it vectorize.
GitHub Copilot enterprise model policy targeting lets admins set a company-wide model baseline and grant extra models to teams. How the preview works.
GitHub Models is retired as of July 30, 2026 - the playground, inference API and BYOK are gone. The shutdown timeline and where to get model access now.
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