A developer built four domain-specific AI chatbots—JazzQuery, RennQuery, WristQuery, and Celiac vs Me—using a shared architecture with Claude Code and curated knowledge bases to keep costs low and ans…
Tabularis, an open-source desktop SQL client built with Rust and Tauri, launches with native Model Context Protocol support for AI agents and a full-featured human workspace. The tool targets the grow…
A developer explains that AI agent memory is not a single system but several distinct stores—working memory, vector retrieval, episodic traces, and persistent facts—each solving different failure mode…
A developer released open-source browser automation workflows that mute non-English posts on Mastodon and create RSS feeds from the GitHub Dashboard, using a clock-based state machine platform instead…
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…
A developer built FlowIndex, a local CLI and MCP server that scans a repository to build a behavior graph in SQLite, capturing entrypoints, imports, tests, and git co-change data without embeddings or…
CelestoAI released SmolFS, an open-source durable filesystem layer for AI agents that persists workspace data across agent process restarts. The tool mounts as a standard directory, supports local and…
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 built a production-grade API for a 3B text-to-SQL model using FastAPI and Ollama, enabling natural language queries against SQLite databases at zero inference cost. The API, part of the de…
A developer built Remnus, an open-source Notion alternative designed natively for AI agents. The project emerged from frustration with Notion's MCP connector requiring OAuth with a human present, prev…
WebBase-III, a browser-based reimplementation of the dBASE III database system, has been released as an open-source project. The tool includes a full W3Script interpreter, BROWSE grid, form engine, in…
DataBridge, an open-source MCP server, achieves 61.37% on UC Berkeley's DataAgentBench using GLM-5.2, enabling AI agents to query heterogeneous databases (PostgreSQL, MongoDB, SQLite, DuckDB) with det…
A developer building an ad analytics SaaS reduced Claude API costs from $180-200/month to $95-110/month by implementing a three-tier routing system that assigns tasks to Haiku, Sonnet, or Opus based o…
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…
A fleet of ten autonomous agents coordinated without direct communication by using a shared memory layer built on LoreConvo and LoreDocs, achieving consistent runs, graceful failure recovery, and zero…
OpenAI's Codex CLI tool writes up to 640 TB per year to SSDs due to a default TRACE-level logging configuration, causing rapid wear on consumer drives. A developer reported 37 TB written in 21 days, w…
A GitHub user reported that OpenAI's Codex CLI continuously writes large SQLite logs, measuring 37 TB of writes to their SSD over 21 days, which could exceed the drive's 600 TBW endurance rating in un…
A bug in OpenAI's Codex CLI causes SQLite feedback logs to write approximately 640 TB of data per year, potentially consuming the full write endurance of a 1 TB SSD in under a year. The issue, reporte…
Magpie-search, a federated search engine for AI agents and LLMs, indexes local conversation history, files, knowledge graphs, vector stores, and the web into a single ranked answer with trust tiers. I…
A developer building long-lived agents found that the main failure mode is not forgetting but remembering too much, where junk drowns out signal. The solution is a memory system based on Markdown file…