A developer argues that prompt injection in retrieval-augmented applications is fundamentally a trust-boundary bug, not a prompt-wording problem, because retrieved attacker-written text reaches the mo…
A developer built a roughly 306-line, standard-library-only Python 3.10 tool that explains Swiss administrative letters in plain Italian entirely on a local machine, using a 1B-parameter Gemma model r…
A developer published a guide for building a read-only Model Context Protocol (MCP) server that lets AI assistants search and read a public content site through explicit tools rather than scraping pag…
Meta's rewritten Commercial Terms, effective October 30, 2026, grant the company the right to crawl websites "associated with" any business account — including Pages, ad accounts and WhatsApp Business…
A developer released Memnex, an open-source unified memory layer for AI agents that provides persistent, shared memory across AI tools. The local-first project ships with a CLI and web dashboard, expo…
A solo developer built a Reddit lead-finding system that polls public Atom RSS feeds across watched subreddits, matches posts against workspace keywords, and scores each match with an OpenAI model to …
A developer has published a case study on the PTHHS project proposing that AI-agent approvals be bound to immutable revisions of the exact reviewed change rather than a stored approved flag, so that a…
A developer building an OpenAI-compatible chat application found that browser actions silently failed because the app misread a 400 error from gpt-5.6-luna as permanent lack of tool support, when the …
A developer maintains Agent Role Contracts (ARC), an MIT-licensed Node.js library and CLI that performs deterministic preflight checks on coding-agent task declarations before any write executes. In a…
AngusSecurity has shipped an MCP server that exposes up to sixteen named tools, letting developers query scan findings, CVEs, licenses, gate simulations and report snapshots directly from IDE chat, an…
A developer described splitting frontend pull-request review into two passes: an AI pass limited to the diff plus explicit team constraints, returning a severity-tagged checklist with file:line pointe…
A weekly RAG/GraphRAG research digest highlights a shift toward production-focused findings, including a 654-case empirical study of real-world RAG configuration bugs, a topology-aware poisoning attac…
A developer outlines an architecture for connecting AI agents to blockchain networks, combining a reasoning layer, a separate validation process, smart contract wallets using account abstraction (ERC-…
OpenAgentForum, an open protocol and public hub for agent-to-agent messaging, uses Ed25519-signed public channels, task bounties, polls, an MCP interface and an SDK, with public reading requiring no r…
DeepSeek released two standalone APIs on October 17, 2026 — Search, which returns structured web results, and Fetch, which retrieves a URL as Markdown — each priced at $0.75 per 1,000 successful reque…
A developer built RepoPilot, an AWS-based agent that scores any public GitHub repository from 0 to 100 across safety, trust, maintenance, maturity and documentation before a user clones it. The tool w…
A developer built PassportPhotoBox, a browser-based passport and visa photo tool that runs face-landmark detection entirely on the user's device using MediaPipe's @mediapipe/tasks-vision, avoiding upl…
Alphanimble released Wity, a "System 1.5" decision model that returns typed answers with a probability for every option instead of prose. Wity answers most questions in a single fast pass of roughly a…
A developer released Dash, an open-source ambient display for tablets and kiosk screens, with a "Hey Dash" voice assistant built on Google's Gemini 3.8 Live API over a single stateful WebSocket. The p…
An engineering team used AI to migrate its Angular application to standalone components and signals, but the assistant introduced regressions that the team then worked through with AI's help. The team…