An open source Python library called CTRLRun, released under the Apache-2.0 license, adds a safety layer that checks every AI agent action against user-defined rules before it executes, allowing permi…
A 2026 ranking of MCP servers for OpenAI Codex names GitHub, Context7, Playwright, Postgres, and Exa as the top five picks, with the guide warning that each added server increases the agent's context …
Databricks' Lakebase Postgres is a serverless managed Postgres service that automates patching, scaling, failover, and backups, with autoscaling that Databricks says enables 5x faster Postgres writes …
Vstorm released AgenticOS, an open-source, self-hosted control plane for building, running, and governing company AI agents on the user's own Postgres and Docker infrastructure under their own domain.…
A developer has published a set of global instructions for Anthropic's Claude coding assistant, defining a working protocol for parallel worktrees and projects in which the AI acts as 'the hands' whil…
Rebuno, an open-source execution runtime for operating AI agents in production, has been released under the MIT license and is free to self-host. Rebuno runs agents as HTTP services, dispatches work t…
A developer released ai-sdk-threads, an npm package that persists AI SDK chat threads and messages directly into an existing Postgres or SQLite database via Drizzle, replacing the copy-and-maintain pe…
A developer built a bilingual, multi-channel AI calling and chat agent that routes phone, web chat, WhatsApp, and Instagram traffic through a single RAG pipeline backed by ChromaDB and gemini-embeddin…
A developer demonstrated how to add semantic search to an existing Next.js todo app by storing OpenAI text-embedding-3-small vectors in a Postgres column via the pgvector extension, then ranking rows …
A developer's research into migrating Firestore Security Rules to Postgres Row Level Security found that missing RLS is a leading cause of database breaches, citing CVE-2025-48757, in which 303 endpoi…
A developer built Lab, an open-source, browser-only web interface for LLMs that runs entirely client-side without any backend, database, or Docker containers. The MIT-licensed tool connects directly t…
OpenAI recommends that developers use leaner prompts and fewer guardrails when switching to its GPT-6 Astra model, according to a blog post by OpenAI's Eric Provencher. Provencher advises reviewing sk…
A web developer argues that AI-assisted programming requires a new set of coding primitives, proposing components, features, and prompts as the building blocks developers should think in as the stack …
A developer traced a silent vector search failure to pgvector's HNSW ef_search parameter, whose default of 40 limits the candidate list the graph walk keeps in flight, causing relevant chunks to be mi…
A developer argues that the classic IaaS/PaaS/SaaS model no longer reflects how code runs, proposing a revised two-stack diagram that drops SaaS entirely and separates the question of whether a worklo…
A developer outlines how AI agents with access to APIs, databases, and shell commands create a new attack surface, arguing that prompt injection in production becomes an access-control problem rather …
A developer published a todo-list application demonstrating the Postgres + Elm + Go (PEG) stack in which every seam is machine-generated: sqlc produces the database-to-Go layer, protoc generates the G…
Independent hands-on testing of DeepSeek V4.1 Flash, a preview agentic coding and reasoning model released by DeepSeek as an MIT-licensed FP8 checkpoint on Hugging Face under deepseek-ai/DeepSeek-V4.1…
TRM Labs posted a remote senior software engineer role for its Intel team in Brazil, seeking 6+ years of full-stack experience to build AI-powered intelligence products and custom agentic solutions us…
A developer demonstrates how AI coding agents can inadvertently leak secrets such as database passwords and kubeconfig keys by reading local files and sending them to remote models. The lab walkthroug…