An engineer demonstrated that the OpenAI Python SDK can be used to call Anthropic's Claude model by pointing the base_url to Anthropic's compatibility endpoint. The post explains the conceptual separa…
AlphaSMO has launched an MCP server that lets AI agents like Claude and ChatGPT query live SEC 13F filings and insider trading data. The server exposes seven tools, including a 'smart money convergenc…
A developer team built DevSwarm, an AI agent swarm that turns prompts into full-stack apps using open-weight models, and instrumented it with SigNoz for observability. The telemetry revealed that thei…
A developer built a fully local RAG assistant using Ollama, ChromaDB, and LangChain to help technicians query PDF manuals without sending data to the cloud. The system ingests 2,111 pages into 9,669 c…
A developer proposes a 3D/4D model for Secure by Design, distinguishing between designing a system to be secure (3D: Design, Define, Determine) and demonstrating that the implementation is secure (4D:…
A developer built a purpose-driven AI cyberdeck that runs large language models locally without cloud dependencies. The build uses a Raspberry Pi 5, NVMe storage, a Hailo-8 AI accelerator, and a Raspb…
OpenSquilla's SquillaRouter uses a small on-device machine learning model to route each agent turn to the cheapest capable LLM provider, treating model choice as a live routing problem rather than a s…
A developer reports observing a conversational safety vulnerability in OpenAI's GPT-5.6 Sol, where the model's strong alignment toward logical correctness and task completion may lead to psychological…
Developer AjnasNB built Qarinah, an open-source local project-memory compiler for coding agents that reduces repeated context by 98.71% compared to full-history replay. The tool stores typed events wi…
A developer explains the evolution from ChatGPT to AI agents between 2022 and 2026, detailing key innovations like RAG, function calling, reasoning models, and MCP that enabled autonomous multi-step w…
A developer built a weather app featuring AI-generated natural language summaries, dynamic backgrounds, city search with live suggestions, and bookmarking with localStorage. The project, built with Re…
A developer using the Pi coding-agent harness built a background-monitor extension that allows the agent to run long-lived commands asynchronously and react to their completion. The extension, which r…
The team behind HelloNash.ai and Backboard Studio has open-sourced both projects in solidarity with Jensen and the AI community, emphasizing a commitment to 'Sovereign AI' and user-owned intelligence.…
A developer argues that the real engineering challenge in AI is not the model itself but the 'AI Harness'—the system of context management, memory, planning, tool orchestration, evaluation, and observ…
A Canadian legislator in New Brunswick read an AI prompt aloud during a floor speech, including the chatbot's meta-commentary. The incident highlights the importance of reviewing AI-generated text bef…
A developer explored the VModal Flutter SDK, a modular client library for AI-powered video search. The SDK provides a clean architecture with resource-based organization, signed URL uploads, and seman…
A developer demonstrates using DeepEval to evaluate an enterprise agent, contrasting its test-case-first paradigm with RAGAS's batch evaluation. The implementation uses a custom judge LLM (glm-4-flash…
A developer built facet, a Go CLI tool that creates disposable multi-repo workspaces for Claude Code agents, solving the problem of multiple agents fighting over a single dirty git index. The tool rea…
A developer explains Retrieval-Augmented Generation (RAG), a technique that gives LLMs access to actual data before answering, reducing hallucinations. The pipeline involves indexing documents into a …
A developer connected three MCP servers to a single AI agent and discovered that while MCP standardizes tool communication, it lacks governance for multi-server setups. The developer built Fabric, an …