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Qodo's Codex plugin pulls org code rules and PR history in, then reviews Codex's changes before you open a PR

Profiled by OpenAI on Nov 2, the Codex marketplace plugin fetches codebase rules and past PR patterns before Codex writes code, then has Qodo review the changes, including cross-repo dependencies, and return findings in the same session. It's a customer story rather than a launch post, so there's no pricing or new release detail.

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vLLM 0.33 release notes drop CUDA 12.9 builds and remove draft-slot reservation for DFlash/DSpark speculative decoding

Posted Nov 2 with 927 commits, the notes move vLLM to PyTorch 2.14 with CUDA 13.0 only wheels and images, and say DFlash/DSpark drafters no longer reserve token budget slots, lifting DeepSeek V4.1 Flash on GB300 from 1,373 to 3,390 output tok/s in the PR's own benchmark. The GitHub tag is still v0.33.0rc3 , and Medusa, the MLP speculator and the Ray compiled graph executor are removed, so check your setup before upgrading…

Maat lets AI agents diagnose Ubuntu from a no-network strict snap, with fixes you approve through polkit

Shown on HN Nov 2 under GPL 3.0, the MCP server reads the journal, units, processes and disks from a strictly confined snap where AppArmor blocks writes and internet sockets, and the model can only propose typed plans like restarting one failed service, which you apply with maatctl and a polkit prompt into a hash chained audit trail. It's a developer preview tested only on Ubuntu 24.04 arm64, and the author's first local model runs ( gpt oss:20b found the root cause 28 of 30 times) cover ten admittedly easy scenarios (Show HN)…

AgentTM records Codex runs with workspace checkpoints you can diff and fork into separate worktrees

Shown on HN Nov 2, the local Go CLI wraps agenttm run codex "task" , logs events to SQLite with before and after workspace snapshots, and serves a UI at 127.0.0.1:7331 to browse historical files, compare diffs and fork any checkpoint into .agenttm/worktrees/ without touching your tree, index or HEAD. v0.1 only captures non interactive Codex runs it launches, file snapshots aren't redacted, and only Windows end to end use is reported as tested…

Deedglass checks what your AI agent actually changed in Postgres, not what it said it changed

Shown on HN Nov 2 with an Apache 2.0 core, it sits between agents and databases, applies rules to each tool call, compares the real change with the agent's report (its demo catches an agent claiming 1 row while a trigger changed 301), signs each result as an offline checkable record and can undo the changed rows. npx y deedglass protect guards Claude Code, Cursor and other coding agents locally with no account, and ee/ features are under FSL 1.1…

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