
Aurora — Glass-Box Quantitative Intelligence | Local AI Verification Cortex
Verify AI agent decisions locally with transparent reasoning and MCP integration.
brandon_grutkowski · Product Hunt
Aurora Glass-box Quantitative AI for Humans and Agents
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Verify AI agent decisions locally with transparent reasoning and MCP integration.
brandon_grutkowski · Product Hunt
Aurora Glass-box Quantitative AI for Humans and Agents

Trace, replay, and verify AI agent decisions with signed audit trails.
u/Funky_Chicken_22 · Reddit
OSS to SaaS positioning problem: when the user persona and the buyer persona are completely disjoint Founder here. Sharing a positioning problem I think a lot of OSS-to-SaaS founders hit and don't talk about publicly. Context: I have been running an OSS project (world-model-mcp) with ~2,500 monthly PyPI installs. Two weeks ago I opened up the hosted companion, Etch, at etch.systems. Launched publicly on Product Hunt at 12:00 PDT yesterday. The positioning problem: OSS user persona: in

Manage AI agent teams with a human-friendly interface.
jackcollinshq · Product Hunt
YAGNI Proactive agent teams you manage like humans

Give AI agents a structured way to request human approval with safe retries and verification.
@GetAgentHail · X
AgentHail — a control layer for AI agents to request approval, execute work, and return verifiable results. Would you sign up or leave?

Verify an AI agent's decisions and test tampering with the verification records.
foh_quarters · HN
Verify what an AI agent did, then tamper with the record (no signup)

Log and retrieve decisions with complete provenance for humans and AI agents.
@burn2delete · X

Design, validate, and compare AI agent deployments with governance controls.
@paulrodturner · X

Runtime approval gate for AI agents that checks actions before they execute.
@chlorosagent · X
— a security gate for AI agents that checks every action before it fires, so a bad instruction can't make your agent send money, delete data, or do anything you can't undo.

Discover, purchase, and integrate AI agent capabilities via API.
b_radford · HN
Fund an agent once – prepaid USDC key for HTTP 402 tools (Solana)

Connect AI agents to a shared Project Brain so they remember architecture and project decisions.
u/Necessary_Drag_8031 · Reddit
After 6 months of building, here is AgentHelm – a shared Project Brain for AI coding agents Hey r/SideProject , I’ve been working on solving a problem I kept hitting while building with AI agents: agent amnesia . When you run autonomous agent fleets (or even single coding assistants), each agent operates in a silo. Agent A fixes an API edge case, but Agent B 10 minutes later makes the exact same bug because it has no memory of Agent A’s fix. AgentHelm acts as a mission control plane a

AI agents that find leads, research prospects, and automate sales outreach.
@Ancoiacrm · X
Sellia → AI sales agents that help founders find opportunities, research prospects, and build a repeatable sales process. Curious what you’d improve first.

Build and deploy AI agents with persistent threads, webhooks, and scheduled tasks.
@computer_agents · X