Opportunities

lakehq/sail

LakeSail's computation framework with a mission to unify batch processing, stream processing, and compute-intensive AI workloads.

"The missing link between your data and your AI."

rivet-dev/rivet

Rivet Actors are the primitive for stateful workloads. Built for AI agents, collaborative apps, and durable execution.

"Never lose your AI agent's train of thought."

psmux/psmux

Tmux on Windows Powershell - tmux for PowerShell, Windows Terminal, cmd.exe. Includes psmux, pmux, and tmux commands. This is native Powershell Tmux designed for Windows in Rust 🦀

"Finally, real multiplexing on Windows natively."

MervinPraison/PraisonAI

PraisonAI 🦞 - Your 24/7 AI employee team. Automate and solve complex challenges with low-code multi-agent AI that plans, researches, codes, and delivers to Telegram, Discord, and WhatsApp. Handoffs, guardrails, memory, RAG, 100+ LLMs.

"Switch LLMs in your agent swarm with zero code changes."

Yeachan-Heo/oh-my-codex

OmX - Oh My codeX: Your codex is not alone. Add hooks, agent teams, HUDs, and so much more.

"Make your AI coding agents talk to each other."

Qwen3.6-Plus: Towards Real World Agents

Qwen3.6-Plus: Towards Real World Agents

Alishahryar1/free-claude-code

Use claude-code for free in the terminal, VSCode extension or via discord like openclaw

Lemonade by AMD: a fast and open source local LLM server using GPU and NPU

Lemonade by AMD: a fast and open source local LLM server using GPU and NPU

biomejs/biome

A toolchain for web projects, aimed to provide functionalities to maintain them. Biome offers formatter and linter, usable via CLI and LSP.

near/nearcore

Reference client for NEAR Protocol

SpikeHD/Dorion

Tiny alternative Discord client with a smaller footprint, snappier startup, themes, plugins and more!

Show HN: I built a DNS resolver from scratch in Rust – no DNS libraries

I built a DNS resolver that lets me use <a href="https:&x2F;&x2F;frontend.numa" rel="nofollow"https:&x2F;&x2F;frontend.numa</a instead of localhost:5173 — auto-generated TLS certs, WebSocket passthrough, path routing. No mkcert, no nginx, no &x2F;etc&x2F;hosts.

Delve allegedly forked an open-source tool and sold it as its own

Delve allegedly forked an open-source tool and sold it as its own

Men are ditching TV for YouTube as AI usage and social media fatigue grow

Men are ditching TV for YouTube as AI usage and social media fatigue grow

How we monitor internal coding agents for misalignment

How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI safety safeguards.

Introducing GPT-5.4 mini and nano

GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.

Project Genie: Experimenting with infinite, interactive worlds

Google AI Ultra subscribers in the U.S. can try out Project Genie, an experimental research prototype that lets you create and explore worlds.

Holo3: Breaking the Computer Use Frontier

Yeachan-Heo/oh-my-claudecode

Teams-first Multi-agent orchestration for Claude Code

attn-rot (TurboQuant-like KV cache trick) lands in llama.cpp

80% of the benefit of TQ with almost no downsides. Q8 is now ≈ F16 submitted by /u/Dany0

APEX MoE quantized models boost with 33% faster inference and TurboQuant (14% of speedup in prompt processing)

I've just released APEX (Adaptive Precision for EXpert Models): a novel MoE quantization technique that outperforms Unsloth Dynamic 2.0 on accuracy while being 2x smaller for MoE architectures. Benchmarked on Qwen3.5-35B-A3B, but the method applies to any MoE model. Half the size of Q8. Perplexity c

Bankai (卍解) — the first post-training adaptation method for true 1-bit LLMs.

I've been experimenting with Bonsai 8B — PrismML's true 1-bit model (every weight is literally 0 or 1, not ternary like BitNet). I realized that since weights are bits, the diff between two model behaviors is just a XOR mask. So I built a tool that searches for sparse XOR patches that modify model b

Ranking Engineer Agent (REA): The Autonomous AI Agent Accelerating Meta’s Ads Ranking Innovation

Meta’s Ranking Engineer Agent (REA) autonomously executes key steps across the end-to-end machine learning (ML) lifecycle for ads ranking models. This post covers REA’s ML experimentation capabilities: autonomously generating hypotheses, launching training jobs, debugging failures, and iterating on

The Death of Traditional Testing: Agentic Development Broke a 50-Year-Old Field, JiTTesting Can Revive It

WHAT IT IS The rise of agentic software development means code is being written, reviewed, and shipped faster than ever before across the entire industry. It also means that testing frameworks need to evolve for this rapidly changing landscape. Faster development demands faster testing that can catc

TurboQuant KV Compression and SSD Expert Streaming for M5 Pro and IOS

TurboQuant KV Compression and SSD Expert Streaming for M5 Pro and IOS

From model to agent: Equipping the Responses API with a computer environment

How OpenAI built an agent runtime using the Responses API, shell tool, and hosted containers to run secure, scalable agents with files, tools, and state.

Gemini 3 Deep Think: Advancing science, research and engineering

Our most specialized reasoning mode is now updated to solve modern science, research and engineering challenges.

D4RT: Teaching AI to see the world in four dimensions

D4RT: Unified, efficient 4D reconstruction and tracking up to 300x faster than prior methods.

Holotron-12B - High Throughput Computer Use Agent

Ulysses Sequence Parallelism: Training with Million-Token Contexts