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125 postsFinding a Production Bug with a Demo Script
A demo script found a production bug in an MCP server. Passing tests hid the issue.
H5i-Python: Python SDK for Programmable Multi-Agent Orchestration
H5i-Python is a Python SDK for multi-agent orchestration, enabling secure workflows and interactions with coding agents.
Build Your First MCP Server in Python: Give Claude Your Notes
Learn to build a simple MCP server in Python using the Model Context Protocol. Integrate it with Claude Code.
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.comReducing Docker Image Size from 1.2GB to 85MB with Multi-Stage Builds
Learn how to reduce Docker image size from 1.2GB to 85MB using multi-stage builds.
skill-auditor v0.1.0: Audit AI Agent Skill Collections for Integrity
skill-auditor v0.1.0 audits AI agent skill collections for structural integrity and hardcoded secrets.
Reducing LLM Costs with Prompt Caching, Batches API, and Model Routing
Explore methods to reduce LLM costs for the Claude API: prompt caching, Batches API, and model routing.
Hana JIT: LLVM-backed Python JIT Compiler
Hana JIT is an LLVM-backed JIT compiler for Python. It enhances performance by accelerating existing code.
Tapo (Rust/Python library) now supports TP-Link's TPAP protocol
The Tapo library adds TPAP protocol support for TP-Link devices, enhancing third-party compatibility.
Connecting Claude AI to Cisco ACI Using MCP: A Step-by-Step Guide
Learn how to connect Claude AI to Cisco ACI using MCP. Automate ACI configurations with Python.
Reverse Engineering the Closed GoodNotes Format Using LLMs
Export your data using an open-source Python toolkit that decodes GoodNotes format.