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125 postsNew 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.
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.comrevert_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.
Fragment API SDK Guide for Telegram Bots and Mini Apps
MyStars FaaS offers Node.js and Python SDKs to manage Telegram Stars and Premium fulfillment via the Fragment API, covering architecture and webhook security.
Why 300% Funding APR on Binance Perps Isn't Free Money
High funding rates on Binance perpetuals often signal squeeze traps, not free carry. A Python screener flags risky tokens using five structural signals.
Protobuf-py: Protocol Buffers for Python, No Compromises
Protobuf-py is a from-scratch Python Protocol Buffers library that covers the full spec and matches Google's C-based upb engine with a Rust accelerator.
Building a Wazuh Server from Scratch in Python: Protocol Reverse Engineering
Developer souzo reverse-engineered the Wazuh agent-server protocol via packet analysis and built wazoo, an open-source Python Wazuh manager. Encryption and message framing explained in detail.
Integrating Rust with CPython: Insights from Python Language Summit 2026
Proposals for integrating Rust into CPython were presented at the Python Language Summit 2026, focusing on the zlib module.
The Security Vulnerability of str.lower() in Python
The str.lower() function in Python poses a security risk based on Unicode version. Learn more about this vulnerability.