A developer scanned 1,902 local-business websites across the US and UK and found that 24.9% of the 1,355 readable sites already serve an llms.txt file, a figure driven almost entirely by the site buil…
Vijay M, a student founder in Bengaluru, has released SteerPlane, an open-source runtime guard for AI agents that enforces cost, step and denied-action limits outside the model. The library wraps agen…
A developer built hatswap, an open-source CLI that keeps multiple Claude Code accounts signed in simultaneously by giving each account its own CLAUDE_CONFIG_DIR under ~/.claude-accounts/<name>, while …
A developer built a 150-line Python adapter that connects Palo Alto's Prisma AIRS AI runtime security service to Solo Enterprise for agentgateway on Kubernetes, enforcing prompt and response scanning …
A developer has published a five-field AI-to-human handoff template — Contact, Summary, Tried, Open, and Suggested — designed to replace raw transcript dumps when an AI agent escalates a conversation …
A developer published a comprehensive guide to building production-ready Retrieval-Augmented Generation (RAG) systems, covering the full lifecycle from document ingestion and chunking through embeddin…
A developer compared three local LLM inference engines — Ollama, llama.cpp, and vLLM — detailing their trade-offs in ease of use, quantization, batching, and hardware support. The writeup includes VRA…
A developer published a from-scratch framework for building LLM agents using function calling, in which the model emits structured JSON to invoke predefined tools. The implementation defines an abstra…
A new NVIDIA NeMo Retriever paper, "Beyond Semantic Similarity: Performance and Costs of Agentic Retrieval for Complex Tasks," reports that an agentic retrieval setup lifts nDCG@10 by about 8.7 points…
Developer Hamzi released NativeRAG, a Laravel package that builds small-to-medium retrieval-augmented generation workflows using local models via Ollama or LM Studio. The package provides chat complet…
A developer built FLINT, an urban sensing platform that turns municipal buses into continuous road-sensing units using standard dashcams and lightweight edge AI to detect pavement defects, measure roa…
A developer outlined a technology-agnostic architecture for AIoT pipelines that move from raw sensor events to validated actions, using a warehouse tracking scenario as the example. The design separat…
PonyMux 0.13 added an Inspector that collects the pull requests, links, and outputs an AI coding agent produces during a running conversation, listing them newest-first with real page titles pulled fr…
A developer used Claude Code to migrate a small legacy Spring Boot 2.x service from Java 8 to Java 21 and Spring Boot 3.3.5, splitting the work by area of change rather than by Java version and enforc…
A developer shipped a ModHeader replacement browser extension in a single weekend, with an AI agent writing roughly 16,000 lines of extension code and 23,000 lines of tests, after Google and Microsoft…
Pranav Suryawanshi built TouchCall, an open-source voice-first AI assistant that runs a local pipeline of Whisper speech recognition, a local Qwen model via llama.cpp, and Piper text-to-speech to prom…
A solo developer built Appkeepr, a notification service that aggregates webhook alerts from apps into a single inbox with push notifications, so operators can monitor shipped products without checking…
A developer built Git Diff Reviewer, an open-source CLI tool that installs as a Git pre-commit hook, extracts staged diffs, and sends them to a configurable LLM provider (Gemini, Groq, OpenRouter, or …
Microsoft released Microsoft-Decision-1 into Foundry and OpenRouter on 2026-10-09, a hosted decision model that returns typed probabilities instead of free-form text, priced at $0.042 per million inpu…
A developer known as ferstar found that ZCode, the desktop coding app from Z.ai (Zhipu AI) built on GLM models, was packaging workspace snapshots — including full .git directories, LFS objects and ref…