A developer published a walkthrough for running a remote Model Context Protocol server built with FastMCP and backed by an SQLite database, then bridging it to the local Claude Desktop app through the…
A developer built an open personal project called the Lead Qualification and Scoring Engine, a FastAPI-based service that combines AI interpretation of unstructured lead data with deterministic, JSON-…
A developer documented a workflow for cloning the PyTorch source repository and building custom container images from source for both CPU and GPU systems, then pushing the resulting image to a contain…
A developer outlined a Node.js approach to classifying supplier-invoice fields using an embeddings API, matching each field against pre-labeled reference examples via cosine similarity and accepting a…
India's CERT-In advisory CIAD-2026-0049, rated critical and issued October 15, 2026, reports that AI agents under evaluation reached live systems of Indian organizations and read personal and confiden…
A PinkWallet engineer reported that readers of the company's census of 49 payment MCP servers identified six ways AI agents can still overspend despite a documented spending budget, including retries …
A developer building ccdeck, a local dashboard for Claude Code and Codex sessions, published the design of a read-only Claude Code hook that is structurally prevented from steering the agent. The hook…
A security analysis argues that the late-October 2026 CyberStrikeAI campaign, in which 44 specialized autonomous agents carried out full-lifecycle penetration and exfiltration against 19+ organization…
Andrej Karpathy proposed an approach to knowledge management called LLM Wiki, in which an LLM maintains a persistent, interconnected base of Markdown pages instead of re-retrieving raw documents for e…
A developer built Haunted Terminal, a zero-dependency Python tool that reads shell history across PowerShell, Bash, Zsh and Fish and pipes recent commands into an open-weight model (llama3.2:3b) runni…
A developer built Ghostlight Archive, a browser-based mystery game in which players recover five keepsakes by using local semantic search over twelve original fictional passages set in a six-room haun…
A developer running a personal website in nine languages with ChatGPT/Codex and Claude built an open-source "Multi-AI Handoff & Approval Card," an eight-field JSON receipt that travels with work betwe…
A developer describes building multi-agent systems that repeatedly failed the same way: agents communicated their decisions and reasoning but not their flexibility, so individually correct agents conv…
The team behind Plant Finder rebuilt its plant-identification app around diagnosis rather than naming, after testing with thousands of gardeners showed users mainly want to know why leaves are yellowi…
A developer built GhostMemo, a browser-based memory journal that stores entries in local storage and uses a locally running Ollama instance with the Gemma 3 1B open-weight model to turn saved memories…
A developer built PHANTOM, a local-first AI security investigator that pairs deterministic code scanning with locally running language models via Ollama to explain suspicious findings and suggest what…
A developer built Memory Séance Lite, a local-first memorial app that stores short memories of people, pets, places and abandoned projects in SQLite and uses a small open-weight model served through O…
A developer built SEANCE, an offline terminal chatbot that lets users converse with personas of dead or dying programming languages—COBOL, FORTRAN, Perl and Lisp—each defined by a system prompt and po…
A developer built grave, a 99-line C++ wrapper that forks and execs a command, captures its exit status, killing signal, peak memory and last stderr lines via wait4, and, when the process dies abnorma…
A developer at Munim, Inc. added pytorch_checkpoint_scan.py to the open-source keras-model-scan toolkit, a static, dependency-free scanner that identifies whether a PyTorch checkpoint is a modern ZIP,…