A developer demonstrated that Microsoft Agent Framework (MAF), a NuGet library for building AI agents across .NET, Python, and Golang, supports Skill.md-style agent skills comparable to those used by …
A developer known as OJ described how a Windows Task Scheduler-based web monitoring bot silently stopped running, tracing the failure to default settings such as "Start the task only if the computer i…
A developer running Preterview, a voice interview practice platform, discovered that Claude prompt caching produced a 0% hit rate across 3,412 calls because a `datetime.now()` timestamp placed at the …
A developer has released BOOTH, an open-source Python checkpoint layer that verifies LLM outputs against retrieved evidence before they are passed downstream. The library's check_with_evidence() funct…
A developer built a machine learning model that detects phishing websites from URL and page features with 96.7% accuracy, without opening the sites. Trained on the UCI Phishing Websites dataset of 11,…
A developer rebuilt a custom AI assistant's memory layer using the open-source Hindsight system after concluding that traditional RAG vector search was insufficient for long-term conversational contin…
A developer built RecallMeet, an AI relationship-memory agent that retains meeting context in the Hindsight memory layer and recalls it to prepare for future client interactions. The system, built wit…
Cloudflare ran a dynamic WAF tester driven by frontier AI models against an authorized customer staging environment across six attack categories, recording 1,107 attempts, and found the vast majority …
A developer has released MCP-USE, a full-stack framework that provides both client and server SDKs for building deployable agent applications on top of the Model Context Protocol. The framework adds T…
A developer built a three-stage video deduplication worker in Python that combines SHA-256 byte hashing, a 64-bit perceptual hash from the videohash2 library checked via Hamming distance, and FFmpeg's…
A developer built PipelineSage, a Python and Streamlit agent that diagnoses CI/CD pipeline failures by recalling similar past incidents from the Hindsight agent memory system, re-ranking them, and gro…
Laveto Labs released aw1-breaker, an MIT-licensed Python library that enforces an out-of-band execution interlock between an AI agent's reasoning node and downstream execution sockets, intercepting to…
A developer maintaining StateGuard, a Python library that gives AI agents transactional state with snapshot, invariant-checking, rollback and side-effect undo, audited the library against a real bug r…
A developer demonstrated a browser-native AI agent runtime that runs entirely client-side using Pyodide, compiling CPython to WebAssembly so a ReAct-style tool-using loop executes inside a browser tab…
A developer built an open-source AI customer support agent that combines Python-based LLM prompt construction, n8n workflow orchestration, and the Hindsight memory engine to recall past conversations,…
A developer published a step-by-step guide for building a voice-enabled chatbot that chains OpenAI's GPT-4 and Whisper with ElevenLabs' text-to-speech API. The Python script records microphone audio, …
SourceBento outlined engineering guidance for adding an AI assistant to its self-hosted Python HR and payroll platform WorkBento, arguing that a read-only database connection alone does not enforce wh…
A developer built VendorSense, an accounts-payable agent that combines PDF invoice extraction, Groq-based LLM reasoning, and a Hindsight memory layer so that prior human approval and rejection decisio…
O'Reilly Media published "AI Agents with MCP," a 332-page book on the Model Context Protocol, written by an author who began the project after getting frustrated with MCP documentation in early 2025. …
Yann Bordelanne evaluated IBM Bob, IBM's AI coding assistant, against real-world IBM Maximo tasks including BIRT report maintenance, application XML configuration, Java library conflict troubleshootin…