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GitHub

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// recent coverage 4516 mentions

19:33
2026-07-02
simonwillison.net
ai-agents

llm-coding-agent 0.1a0

Simon Willison released llm-coding-agent 0.1a0, an experimental coding agent built on his LLM library. The agent provides tools for file editing, command execution, and code search, and is available v…

18:05
2026-07-02
github.blog
ai-tools

Copilot agent session streaming is now in public preview

GitHub Enterprise Cloud customers with enterprise managed users can now access Copilot agent session data in public preview, including prompts, responses, and tool calls, via a streaming endpoint or R…

16:20
2026-07-02
gist.github.com
ai-agents

MIDDLE_MANAGER.md

A developer created a middle manager agent for an autonomous software factory that orchestrates Devin coding sessions, manages an issue tracker, and communicates via Slack. The agent operates continuo…

16:00
2026-07-02
github.blog
ai-products

Cost centers now support AI credit pools

GitHub now allows enterprises to cap AI credit usage per cost center via the REST API, preventing one group from using credits paid for by another. The feature automatically calculates pool limits bas…

13:06
2026-07-02
sourcefeed.dev
artificial-intelligence

Beyond Bug Fixing: The Rise of Senior-Level AI Coding Benchmarks

New AI coding benchmarks, including Snorkel AI's Senior SWE-Bench and Scale AI's SWE-Bench Pro, are replacing older evaluations like HumanEval and original SWE-bench to test senior-level engineering s…

02:00
2026-07-02
yurikoval.com
developer-tools

Manage Your Claude Code Config with Dotfiles and GNU Stow

Developer Yuri Koval recommends managing Claude Code configuration with a dotfiles repository and GNU Stow, enabling version control rollbacks and easy machine migration. The approach tracks skills, h…

00:00
2026-07-02
korbonits.com
developer-tools

I Killed a Container and It Came Back

A developer built a minimal control plane in Python that maintains a desired number of Docker containers, demonstrating level-triggered reconciliation. The system automatically restarted a killed cont…

00:00
2026-07-02
coderabbit.ai
ai-tools

Stop guessing why CodeRabbit posted that review comment

CodeRabbit, the most installed AI app on GitHub and GitLab, has launched a new feature that shows the context behind each code review comment, allowing developers to see the source of a comment and di…

00:00
2026-07-02
addyosmani.com
ai-agents

Agentic Autonomy Levels

Software engineers are moving beyond single-agent autonomy ladders to a two-axis framework of agency and orchestration, as multi-agent systems become mainstream. Products like Claude Code and Codex no…

00:00
2026-07-02
jasonrobert.dev
artificial-intelligence

News Summary for July 2, 2026

Cursor published CursorBench 3.1, a benchmark for AI coding agents, revealing Anthropic's Fable 5 models as top performers and Cursor's Composer 2.5 achieving near-top performance at 3% of the cost. G…

00:00
2026-07-02
motley.ai
ai-agents

Build vs Buy: Should You Run Your Own Analytics MCP Server?

Building an in-house analytics MCP server for customer AI agents may seem cheap initially but incurs hidden costs in multi-tenant isolation, identity propagation, governed metrics, observability, and …

22:27
2026-07-01
github.blog
ai-tools

Enterprises can default to auto model selection

GitHub announced that enterprise administrators can now set Copilot to auto model selection by default for new conversations via the managed-settings.json file. The setting applies to users licensed t…

21:30
2026-07-01
github.blog
ai-products

GitHub Models is being fully retired on July 30, 2026

GitHub Models will be fully retired on July 30, 2026, affecting all customers including those with active usage. The playground, model catalog, inference API, and BYOK endpoints will be shut down, wit…

18:05
2026-07-01
newsletter.port.io
ai-agents

How to build a context lake that saves you 80% on token costs

Port's experiment found that routing AI agents through a structured context lake instead of direct-to-MCPs cut token costs by 58%, and adding a skill file brought savings to 80%. The context lake pre-…

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