
Valora.ai - AI orchestration platform
Open-source, human-in-the-loop AI orchestration tool
What it does
VALORA (Versatile Agent Logic for Orchestrated Response Architecture) - Unlike tools that focus solely on code generation, VALORA orchestrates the end-to-end process of software delivery, from requirements definition to production deployment. VALORA is a system that leverages 11 specialised AI agents and 14 workflow commands to support planning, implementation, and delivery, all while maintaining human oversight and decision-making authority, with a risk awareness system. - windagency/valora.ai
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- OOOptio – Orchestrate AI coding agents in K8s to go from ticket to PRMar 2026 · github.com · ▲88
I think like many of you, I've been jumping between many claude code/codex sessions at a time, managing multiple lines of work and worktrees in multiple repos. I wanted a way to easily manage multiple lines of work and reduce the amount of input I need to give, allowing the agents to remove me as a bottleneck from as much of the process as I can. So I built an orchestration tool for AI coding agents: Optio is an open-source orchestration system that turns tickets into merged pull requests using AI coding agents. You point it at your repos, and it handles the full lifecycle: - Intake —…


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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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Launched alongside, March 2026
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Switch from ChatGPT to Claude with import memory feature
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