Greplica, a persistent memory tool for coding agents, improved planning performance on open-source repositories by 43% lower cost, 49% fewer tokens, 36% fewer tool calls, and 26% less time in benchmar…
DiagnosticPro migrated its live product from Firebase, Firestore, GCP, and Vertex AI to a single self-hosted VPS. Before flipping DNS, an adversarial readiness audit revealed that the new database was…
A developer built session-indexer, a Go tool that indexes Claude Code session transcripts into a per-project SQLite database for semantic memory retrieval. The tool avoids centralized memory stores by…
A developer building a coding agent's memory system chose SQLite's FTS5 full-text search over vector search, arguing that for structured, keyword-dense content like stack traces, logs, and error codes…
A developer built a complete AGENTS.md file for a URL shortener API in Python, demonstrating how the file guides AI coding agents by specifying setup, test, structure, conventions, and guardrails. The…
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…
A new natural language-to-SQL agent using a semantic-layer-mediated approach achieved 94.15% execution accuracy on the Spider2-snow benchmark, ranking third on the official leaderboard. The system dec…
A developer created an eBPF-based tool called sqlite-trace to log SQLite queries from any binary, after a GitHub issue revealed OpenAI's Codex was writing 640TB of logs per year to SQLite. The tool wo…
Researchers introduced a semantic-layer-mediated NL2SQL agent that decouples semantic intent from physical SQL execution, achieving 94.15% execution accuracy on the Spider2-snow benchmark and ranking …
A developer argues that manual test cases should be stored as YAML files in version control rather than in SaaS databases. The approach leverages AI for case generation, enables PR-based review via gi…
Mltrackr launches a lightweight ML experiment tracking tool that requires no server, no account, and no configuration, logging metrics in two lines of code. The open-source Python package stores data …
Loomcycle v1.2.0 introduces SQL Memory, a third facet of the Memory primitive, enabling authorized agents to run arbitrary SQL against per-scope databases. The update includes two new ops (sql_exec, s…
Game developer Jack Franklin built a custom SQLite-based feedback tracking system for his game OnTrack using Claude Code as a pair programmer, replacing a 3,000-line Markdown file to improve token eff…
PMB is a new open-source tool that gives AI coding agents persistent local memory via SQLite, enabling sub-millisecond recall across Claude Code, Cursor, Codex, and Zed without cloud dependencies.…
Migratrom, a new open-source tool for PostgreSQL and SQLite, enables developers to write typed, self-verifying database schema migrations in their application language, with idempotent operations, tam…
EverMind has open-sourced EverOS, a local-first memory runtime for AI agents that stores memory as plain Markdown indexed by SQLite and LanceDB, featuring hybrid BM25 + vector retrieval, multimodal in…
An open-source MCP server called codebase-memory-mcp, built by DeusData, cuts the token cost of structural code queries by up to 121x by using a persistent knowledge graph. The tool, trending #1 on Gi…
A Rust toolkit for reverse-engineering the Oura Ring's BLE protocol enables cloud-free data access from Gen 3/4/5 rings, including live heart rate, SpO2, sleep stages, and activity MET levels, bypassi…
A developer working through Module 2 of a course on vector search explains key concepts behind embeddings, cosine similarity, chunking, and hybrid search. The post clarifies that embedding shape and f…
A developer created monlite, a TypeScript library that consolidates document storage, vector search, full-text search, key-value caching, job queuing, and cron scheduling into a single SQLite file. Th…