A developer open-sourced mcp-server-template, a production-ready TypeScript/Node.js foundation for building Model Context Protocol servers that connect AI agents like Claude Desktop and Cursor to tool…
A developer implemented the Supervisor pattern using LangGraph and MCP to fix a support bot that was failing in production due to context confusion. The pattern uses a manager agent to delegate tasks …
A developer built LEASH, an error budget gateway for AI agents that dynamically adjusts permissions based on real-time telemetry from SigNoz and OpenTelemetry. The system demotes an agent's access tie…
A developer argues that AI is not truly creative because it lacks intention, experience, and understanding, instead generating outputs through pattern recombination. The developer warns against over-r…
Empire LLM for Codex, a new plugin from Web5 Labs, enforces a strict boundary where external AI models provide evidence but not authority, keeping Codex as the sole decision-maker. The plugin routes b…
AI-assisted debugging tools like ChatGPT and Copilot Chat offer real speed gains for common, well-documented bugs by pattern matching, but they can also introduce new risks when they confidently sugge…
Mohammed Dahmani of Dahmani Limited published RBT Practice Questions 2026, an Android study app that prioritizes error analysis over score chasing. The app provides rationales for every answer option,…
A developer built a dual-tier AI memory architecture using L1 scratchpad and L2 vault with sqlite-vec, achieving 94ms retrieval across 14,726 memories with zero cloud dependency. The local vector sear…
Syam Bandi, Assistant Director of AI Engineering, open-sourced a reference architecture for secure multi-agent conversational AI on Google Cloud, addressing data security and hallucination control for…
A developer created PasteSheet, a service that exposes Google Sheets as MCP endpoints for AI coding assistants in VS Code, Cursor, and Windsurf. The tool lets agents read sheet data without OAuth or a…
CrewAI's default context-passing model causes a quadratic token cost curve, where a 5-agent crew costs up to 6× more in input tokens than a solo agent, and with memory and verbose mode it can climb to…
A developer demonstrated that AI agents can leak cross-tenant data when authorization checks verify the caller but ignore model-authored resource selectors like tenant_id. In tests, 4 of 5 selectors r…
DeepSeek has paused a major fundraise after a leaked investor transcript revealed the lab received only 16,000 of the 200,000 Huawei 950 chips it requested, exposing a critical hardware deficit under …
A developer created SwarmVault, a minimal agent framework that prioritizes simplicity over feature bloat. The framework includes 13 core skills, a shared memory vault, and an optional orchestrator for…
A developer proposes an architecture for AI agents in regulated industries that prioritizes human approval over autonomy, with four layers: document intake, agent work, a mandatory human approval gate…
A developer discovered that a commit-message filter in their repo was silently deleting legitimate messages containing words like "llm", "claude", and "anthropic" due to a naive substring check. The f…
A developer fixed a timeout bug in a git prepare-commit-msg hook, only to discover three days later that the hook had never executed because Git does not automatically run scripts from a repo's `hooks…
A developer outlines a security architecture for AI analytics that enforces row-level permissions, preventing natural language queries from leaking cross-tenant data. The design uses an analytics gate…
Anthropic takes a model-first approach to AI agents, providing Claude as a reasoning engine alongside open-source components like the Model Context Protocol (MCP) and the Claude Agent SDK. Developers …
A developer demonstrates how to deploy a Python ML model from a Jupyter notebook to a production-ready API in 10 minutes using serverless technology, eliminating the need for MLOps expertise. The guid…