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open-source
300 postsRejit: A Pure-Python Regex Engine Immune to ReDoS
Rejit is a pure-Python Pike VM regex engine with guaranteed linear-time matching, eliminating ReDoS vulnerabilities entirely. MIT licensed.
kotlin-lib-mcp: an MCP server exposing real sources of any Maven library to AI
kotlin-lib-mcp is an open-source MCP server letting AI assistants read real Maven library sources, API surface, and KDoc directly.
crates.io adds source code viewer and decouples accounts from GitHub
crates.io ships a source code viewer, GitHub-independent accounts via RFC, unmaintained-crate warnings, and a completed Svelte frontend migration.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comSolving the Polyrepo Problem for AI Coding Agents
How git worktrees and task-scoped workspaces fix the single-repo limitation of AI coding agents working across polyrepo codebases, via the Orbit prototype.
A deterministic memory layer for local LLMs at near-zero cost
An open-source deterministic memory layer bolts onto frozen LLMs, enabling zero-forgetting recall beyond context at near-zero marginal cost.
Bioinformatics meets prompt injection defense: the Smith-Waterman trick
An open-source technique adapts the 1981 Smith-Waterman DNA alignment algorithm to catch paraphrased prompt injections that regex and classifiers miss, boosting F1 by 34 points.
Apache Lakehouse Weekly: Governance Debates Across Iceberg, Parquet
Apache Iceberg, Parquet, and Polaris communities debated format governance this week: statistics ownership, file-level access control, and primary key support.
llama.garden: A Nostr-Powered Decentralized LLM Torrent Network
llama.garden distributes LLM weights via BitTorrent, using a Nostr-based catalog and Hugging Face servers as fallback seeds so downloads work even without seeders.
Kyutai's Pocket TTS Clones Voices in 5 Seconds, on CPU, Under MIT
Kyutai's Pocket TTS delivers zero-shot voice cloning from a 5-second sample on CPU. See how it stacks up against Kokoro, Supertonic, and Inflect-Nano in a detailed benchmark.
Mnemiq: Open-Source Text-to-SQL Tuned for Your Database
Mnemiq is an open-source text-to-SQL engine that answers natural language queries tailored to your database.