A developer released AI-Gateway, an open-source reverse proxy that uses semantic caching to reduce LLM API costs by 40-70% with no code changes. The tool sits between apps and providers like OpenAI an…
Prompt engineering is not disappearing but evolving into context engineering, argues a developer who builds AI workflows. As AI models improve, the need for clear, structured prompts grows, especially…
PowWater, a startup building an operating system for water delivery, is expanding to Mexico City after processing billions of liters in Kenya. The company uses a Python/FastAPI/PostgreSQL stack and in…
Graphify, a new tool, converts codebases and notes into queryable knowledge graphs to provide AI agents with persistent, efficient memory, reducing token costs and improving precision over vector sear…
SparQ Soft released SparQ Pulse, the first fully open-source Developer Experience suite for GitHub-native teams, offering self-hosted project management, async standups, and team presence features. Th…
A developer argues that large language models do not possess understanding or mind-reading abilities, but instead predict the next most likely tokens based on patterns in user input. The post emphasiz…
NVIDIA has released a GenAI LLM Certification Lab that guides developers through building a production-ready fine-tuning and optimization pipeline. The lab covers data preparation, LoRA fine-tuning wi…
A developer encountered three pitfalls while enabling WhatsApp on the self-hosted Hermes Agent from Nous Research, including issues with Docker and unprivileged LXC containers, and ultimately found a …
A developer building a local-LLM agent for a boat's ship-computer role encountered two types of confabulation: the agent invented infrastructure topology and data provenance stories. The 8B model fabr…
Vstorm released an open-source CLI tool that generates production-ready full-stack applications for AI agents, combining FastAPI, Next.js 15, and Pydantic AI or LangChain. The template includes WebSoc…
AgentGateway released a standalone binary that provides a built-in cost and tokenomics dashboard for LLM traffic, allowing users to track per-model spending and user-level analytics without external o…
SigNoz released a self-host guide for installing its open-source observability platform on Docker standalone using Docker Compose. The guide walks users through installing foundryctl, creating a casti…
SigNoz released a guide for instrumenting Apache Tomcat with OpenTelemetry to send traces to its observability platform. The guide covers setup via setenv.sh on Linux/Windows, Docker, and Kubernetes, …
AWS announced Lambda MicroVMs, a new serverless compute primitive that provides isolated, stateful execution environments for running untrusted code. Powered by Firecracker, the technology offers near…
Docker Security Dispatch Issue 3 reports on major supply chain incidents including the TanStack and Nx Console compromise, the persistence of the Mini Shai-Hulud npm worm, and a kernel-level container…
Sysdig's threat research reveals an LLM-harness-driven attacker exploiting a vulnerable marimo notebook to perform a container escape, chaining together known weaknesses such as a mounted Docker socke…
Koji, a self-hostable personal website engine for developers, has been released. It uses FastAPI, Markdown on disk, and a minimalist layout with no database, offering features like HTMX-based live sea…
ByteDance released DeerFlow 2.0, a ground-up rewrite of its open-source agent runtime, on February 28, 2026. The new version transforms the deep-research tool into an isolated, stateful execution harn…
A Docker Space built on rocker/r2u remains stuck on 'starting' despite the runtime log showing the app is listening on http://0.0.0.0:7860. Users report the issue is a Hugging Face glitch, with a work…
Conduit released v0.8.4 of its self-hosted Bitcoin Lightning payment infrastructure for AI agents, enabling operators to run their own LND node with virtual sub-balances, spending policies, and a plat…