A developer built Vibe-Memory, an AI-powered semantic memory system that addresses ChatGPT's lack of long-term memory. The system uses pgvector on PostgreSQL and OpenAI embeddings to store and retriev…
A developer who built five MCP servers shares seven hard-learned lessons for production deployments. Key mistakes include returning empty arrays that cause clients to hang, manually constructing JSON …
Travis, a staff engineer with 20 years of experience, built Flywheel, an AI workflow automation platform, solo in 11 months, resulting in a 325,000-line codebase with 702 commits. The platform combine…
Promptctl, a new open-source tool from Naya AI, brings Git-like version control to AI prompts, enabling developers to track, diff, and rollback prompt changes. The tool addresses the common problem of…
A developer released a comprehensive, verified reference for Substack's undocumented internal API, mapping 129 endpoints through 14 rounds of probing. The open-source repository includes an OpenAPI 3.…
Tomasz Tomczyk created Crit, a Go CLI tool that provides a GitHub PR-style commenting interface for reviewing AI-generated plans and code. The tool, which gained nearly 500 GitHub stars in four months…
The privileged status of vulnerability reports has eroded as cheap LLM-generated bug reports flood security inboxes, shifting the bottleneck from finding issues to triaging noise. Maintainers now face…
Google's Agent Development Kit (ADK) and the Agent2Agent (A2A) protocol enable a cross-language multi-agent system where a Python agent using Gemini extracts contract terms and a Go agent validates co…
OpenAI launched Patch the Planet, a program with Trail of Bits that uses AI to find and fix vulnerabilities in open-source software, addressing growing supply chain risks. The initiative has already i…
A developer built a Model Context Protocol (MCP) server in Go using approximately 200 lines of code, demonstrating how Go's concurrency features enable lightweight servers that enhance AI agent capabi…
OpenAI launched new security tools including the GPT-5.5-Cyber model, an updated Codex Security plugin, and the Patch the Planet open-source initiative. The company shifts from vulnerability discovery…
A developer tested LLM code translation by passing a Go program through 10 languages and back, finding the final Go version grew from 94 to 443 lines while retaining correctness. The experiment used a…
A developer running a multi-agent development workflow discovered three failures that passed through the pipeline undetected, revealing structural weaknesses in verification. In one case, an ETL pipel…
A developer built an MCP (Model Context Protocol) server in 200 lines of Go, which they claim made Claude 10x more useful. The server enables Claude to interact with external tools and data sources, s…
ANMA, a new open-source tool, enforces software architecture boundaries for AI coding agents by turning YAML module contracts into Claude Code configuration files and CI checks. In a controlled benchm…
Google announced on May 19, 2026, that it is retiring its open-source Gemini CLI and replacing it with Antigravity CLI, a Go-based, agent-first platform. The migration, effective June 18, 2026, introd…
Developer built Godex, an AI coding agent, and created an MCP server in 200 lines of Go, arguing that Go is the ideal language for MCP servers due to its standard library JSON-RPC support, concurrency…
A new class of post-trained AI security models, such as ArgusRed and PentestGPT, is enabling automated penetration testing by bypassing standard safety refusals and executing exploits in sandboxed env…
A developer built Limen Edge, a middleware agent that converts PLC data from protocols like Modbus TCP, OPC UA, and EtherNet/IP into REST and gRPC APIs, aiming to simplify industrial data access for w…
Magnitude launched a coding agent that runs entirely on open models, costing 60% less than Claude Code with no drop in performance. The agent uses smart model routing to achieve 50–90% cost savings by…