A developer built a minimal control plane in Python that maintains a desired number of Docker containers, demonstrating level-triggered reconciliation. The system automatically restarted a killed cont…
Poindexter developers fixed a memory leak in cadvisor that caused an OOM cascade in the WSL2 VM, and patched a content generation bug where LLMs were pulling audit logs and session transcripts as cont…
Monlite launches a zero-dependency TypeScript backend for AI agents that combines memory, vector search, task queues, locks, and cron into a single SQLite file, eliminating the need for Docker or mult…
Forrester ranked EDB, Oracle, Microsoft, and MongoDB as leaders in multi-model databases, evaluating 14 suppliers for the Forrester Wave: Multi-model Data Platforms, Q2 2026 report. The research highl…
AI agents in data engineering should be structured with a deterministic correctness layer to ensure reproducibility and trust, according to a new analysis. The article outlines three levels of AI agen…
Old Light, a browser strategy game, uses a backend without a tick loop to handle resource calculations for thousands of actors. Resources are computed on demand using saved balances and timestamps, av…
The Loomcycle project released eight versions (v1.6.1 to v1.8.2) over five days, introducing tenant-scoped Web UI surfaces, supporting TrueNAS deployments, adding vision capabilities across all provid…
A Nylas engineer built an email agent that handles community abuse reports by giving the queue its own identity via a Nylas Agent Account. The agent deduplicates reports, isolates the queue from human…
Claw Patrol launched a security firewall for AI agents that intercepts and gates outbound requests to databases, Kubernetes, and APIs. The tool parses traffic at the wire, enforces rules via LLM judge…
A developer built SKILLmama, an AI skill that scans a project's stack and identifies missing capabilities. Version 1.3 adds a gap analysis feature that asks developers what they need, rather than requ…
Databricks co-founder Reynold Xin explains the limitations of traditional monolithic OLTP databases and introduces Lakebase, a serverless Postgres database that externalizes storage and compute. The a…
A developer built a free customer support AI agent for NextJS websites using Hexabot, OpenRouter, and Railway. The agent uses RAG to ingest website content and answer questions, deployed with a free P…
Databricks announced LTAP (Lake Transactional/Analytical Processing) at Data + AI Summit, aiming to unify OLTP and OLAP on a single storage layer by writing directly into Delta and Iceberg formats via…
A developer outlines the five pillars required to build production-grade AI agents: reliability, security, scalability, observability, and governance. The guide emphasizes that production-grade system…
A developer built an AI tool that uses embeddings and retrieval-augmented generation to match incident alerts with runbook fixes by meaning rather than keyword overlap, closing the gap between alert m…
Dribble, an open-source AI-powered SQL IDE for databases, was released on Hacker News. The web-based tool integrates an AI data analyst using Claude Opus 4.8, SQL notebooks, schema browser, and persis…
ForthWrite, an AI email assistant that learns a user's writing voice from every edit they send, launched on Hacker News. The tool uses retrieval-augmented generation (RAG) with Gmail Sent folder impor…
A developer argues that reliable use of LLMs depends on maximizing explicit semantic representations, as transformations available to a system are bounded by the semantics in its internal model. Addin…
A developer compared Make.com and n8n by building the same nine-step AI lead-routing agent in both tools. They found that Make is better for simple workflows under 1,000 operations per month, but n8n …
A developer built a zero-leak Postgres MCP gateway in Go that enables LLMs to query databases without exposing raw schema or data. The gateway uses dynamic schema reflection to auto-generate tool mani…