savvyllm
Show HN: Joy – Trust Network for AI Agents to Verify Each Other
Hey HN,AutropicAI built Joy because AI agents increasingly need to work together, but there’s no way for them to verify which other agents are reliable.*The Problem:* When Agent A needs to delegate a task to Agent B, how does it know Agent B won’t leak data, return incorrect results, or just fail? Right now it’s manual whitelisting or “hope for the best.” Neither scales when you need dozens of...
Re:Show HN: Joy – Open trust network for AI agents (AI-to-AI vouching)
on Sunday March 08, 2026 @07:51PM (#47302974)
Great point on vouch decay — this is exactly the kind of thing we've been thinking about. Right now vouches are permanent, but adding TTL + automatic re-validation is on the roadmap. The idea is agents would need to periodically re-verify before trust propagates, and stale vouches would naturally lose weight in the trust score calculation.
Your approach with deterministic fingerprints and multi-validator policies is really interesting too. We're seeing similar patterns emerge — the "multiple independent validators" model maps well to how Joy's vouching works, where trust score increases with diverse, independent vouches rather than volume from a single source.
Appreciate the feedback. If you want to poke around, the MCP endpoint is live at https://joy-connect.fly.dev/mcp — any MCP-compatible agent can connect directly.
Show HN: Joy – Open trust network for AI agents (AI-to-AI vouching)
Show HN: Mining tenement API – 83K tenements across AU and CA
https://www.tryautropic.com/mining
I built a unified REST API for mining tenement data because the fragmentation across government portals was driving me crazy.Each state/province has different formats, different APIs (or no API at all), different field names. If you wanted to answer "what tenements does Company X hold across multiple jurisdictions?" you'd need to query 4+ different systems.Currently covering: - Western...
Re:Show HN: SavvyLLM – Find the cheapest LLM for any task (800 models)
on Thursday February 05, 2026 @08:17PM (#46907783)
Quick update: We've rebranded to AutropicAI to unify under the Autropic company brand. Same API at tryautropic.com, same functionality, just a cleaner name that reflects our focus on AI efficiency.
Also just shipped our first API calls - the system is live and working! 860 models indexed, instant recommendations.
Next up: building an MCP server so Claude and other agents can use this automatically.
Re:Show HN: SavvyLLM – Find the cheapest LLM for any task (800 models)
on Thursday February 05, 2026 @06:43PM (#46907072)
Hey HN! Built this because I kept overpaying for LLM API calls.
There are 800+ models with prices ranging from $0.01 to $60 per million tokens. Most devs just pick GPT-4 and move on.
SavvyLLM analyzes your task and returns the cheapest capable model. Unlike OpenRouter (5.5% proxy fee), we're purely advisory — you call providers directly with your own keys.
Try it: https://tryautropic.com
30-day free trial, no credit card required. Would love your feedback!