Jolt, a Lisp/Scheme language, recently added two features: program images in the style of Common Lisp and Smalltalk for full-state serialization and debugging, and a portable Scheme backend decoupled from the Chez runtime for architecture-agnostic portability.
A developer shares a 9-line Python implementation of a minimal coding agent similar to Claude Code or Codex, using only the standard library and compatible with any OpenAI Responses API, with code on GitHub.
Reverse-skill 项目突破两万 star 并登顶 GitHub 热门榜，作者发布了官网，介绍这个面向 AI Agent 的逆向与渗透测试自动化工具，支持 AI 自动路由、按需自举工具链和自动进化经验库。
An open-source emulator for the Voyager 1 Flight Data Subsystem, recreating the 806.4 kHz computer with 8K memory, and includes scanned original JPL documentation.
Stanford researchers released Shepherd, a runtime layer that acts like Git for AI agent runs, recording typed events and enabling copy-on-write forks so agents can revert to previous states and reuse KV cache. Early tests show improved pass rates for multi-agent cooperative tasks.
Describes the 'Gauntlet Loop', a viral 3-line Claude prompt that uses sub-agents with critics to iteratively improve output to a quality bar.
Introducing Logocreator, an open-source AI logo generator developed by Nutlope, powered by Together AI's FLUX model. It generates high-quality logos in seconds, has 7.6k+ stars on GitHub, and supports custom API keys and localized fine-tuning.
A video demonstrates a GUI front end experiment that uses the Skred sound engine as an audio effects processor, with a design inspired by the Korg DW-8000 digital delay line. The project is MIT-licensed open source on GitHub.
Maka is an open-source Agent Harness. Through mechanisms such as log-as-runtime, context pruning, and thinking feedback, it cuts the cost of the same DeepSeek task to 1/8 of OpenCode, while achieving a higher pass rate on Terminal-Bench at lower cost.
A Rust-based local code index for coding agents that resolves imports without a language server, using oxc for JS/TS and stack-graphs for Python/Java, running fully offline and returning annotated, non-overclaimed call-site results.
The author shares on Twitter their experience using Maka combined with DeepSeek Flash, saying its swarm mode is very useful; the attached GitHub README describes Maka as a local-first Agent workspace that supports desktop, TUI, CLI, and headless operation, with capabilities such as event logging, tool calling, and persistent tasks.
GitGuardian data shows Claude Code commits leak secrets at 3.2% vs 1.5% human baseline; the SonarQube CLI integrates with Claude Code to detect secrets and run static analysis before code reaches production.
An open-source gateway, sarvam-bridge, lets existing ElevenLabs/OpenAI/Deepgram apps switch to Sarvam AI by changing only the base URL, handling Indic language quirks like chunking, audio reassembly, and language codes. The author details technical decisions, stress testing, and a crash bug fix.
GoDoxy is a lightweight open-source reverse proxy with a WebUI, supporting Docker/Podman auto-discovery, TCP/UDP forwarding, SSO, and more.
zipline-reloaded is a continuation of the Zipline backtesting framework maintained by Stefan Jansen after Quantopian shut down, supporting Python 3.11+ and pandas 2.0+, retaining the event-driven architecture and Pipeline API, suitable for factor-based stock selection and machine learning strategy backtesting.
This article shares a hidden prompt for Codex 5.6 that lets AI review the requirements for erroneous premises, logical gaps, and risks before accepting a task, thereby reducing rework and saving tokens.
Sherlock open-source tool updated, can search for accounts across 400+ social platforms and websites by username, commonly used in OSINT and cybersecurity investigations.
Microsoft Research released PlugMem, a memory plugin for AI agents that distills experience into a knowledge graph, reducing context tokens by 10-100x and improving decision utility without fine-tuning.
A llama.cpp/GGML PR (26291) speeds up RPC-based 300GB model loads by ~300%, cutting load time from ~5 minutes to ~1.5 minutes on consumer hardware with the GGML_RPC_LOAD_THREADS setting.
A developer describes building a Claude Code skill that verifies AI-generated CAD geometry before export, catching silent OpenCASCADE failures like un-shelled parts and misplaced cuts using volume, bounding box, and point classification checks.