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python
115 postsCodeClone 2.1: why your AI agent's diff isn't enough
CodeClone 2.1.0a1 introduces a structural change-control layer that bounds AI agent edits in Python codebases before they happen, not just reviews the diff after.
4 Advanced Python Patterns Learned from Auditing HTTPX Source
An audit of the HTTPX library's source code reveals advanced Python techniques: keyword-only arguments, sentinel objects, ABCs, and mypy strict mode enforcement.
Severity, Not Flat Pass-Rate, Should Gate Agent Evals
severity_gate.py is an offline, stdlib-only CI tool that gates agent eval runs by failure severity instead of a flat pass-rate, returning SHIP, REVIEW, or BLOCK.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comalp-data: A Shared Data Layer for Animal Language Processing
alp-data offers access to 35+ bioacoustic datasets for animal language processing via a single Python package.
Making Long-Running NVIDIA TensorRT Engine Builds Observable and Cancelable
Learn to use the IProgressMonitor API for observable and cancelable TensorRT engine builds.
DKSplit – Fast Word Segmentation for Python
DKSplit is a Python library for fast word segmentation. Ideal for identifying brands and extracting keywords.
New Kernel Enhances LLM Efficiency and Security
BIOMA introduces a new kernel that enhances efficiency and security in LLM calls.
Building a Modbus Proxy That Never Silently Serves Stale Data
A deep dive into hardening a self-built Modbus caching proxy for Huawei SDongle inverters against night-time disconnects, hanging reads and silent stale data.
Why Your AI Code Assistant Needs a Static Pre-Pass
BrassCoders feeds deterministic static-analysis output to LLMs, boosting both speed and accuracy in code review, backed by 2025 research on the pairing.
revert_guard.py Stops AI Agents From Re-adding Reverted Code
revert_guard.py reads a repo's own git revert history to block AI agents from re-adding previously reverted code, like a card_token column, before it gets committed—offline and keyless.