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.
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.
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.
Introducing VGI-Bench, a multimodal benchmark that probes 12 distinct visual and audio-visual skills with 550 human-curated questions to expose failures in today's video benchmarks.
Agent Substrate is a Google open-source runtime that enables high-density lifecycle management for large-scale AI agent deployments, multiplexing many stateful agents onto fewer physical workers via Kubernetes and microVM/gVisor sandboxes with sub-second suspend/resume.
Highlights an open-source sandbox that lets AI agents suspend and resume quickly, compatible with ADK, LangChain, Claude Code, Codex, and other frameworks.
Prime Intellect releases prime-rl 0.8.0, adding multi-agent training, Nixl and model express weight broadcast, extended multimodal support, and various performance improvements.
An AI-generated, self-directed electronics course for hams and makers, teaching analog circuits through hands-on scope measurements. The GitHub repo includes a syllabus, 15 experiments, projects, and a print build script.