foursignalsdev.bsky.social
Startup CTO (Seed → Series B) | AI-Forward, Data-Driven Engineering Transformation | 2 Acquisitions, $35M Series B https://foursignals.dev/ https://buymeacoffee.com/foursignalsdev
👤 Joined on 04 March 2026
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@foursignalsdev.bsky.socialSpot on. Ownership and curiosity compound over time. Seen it separate the great engineers from the rest.
Show PostConfirmed. The piece most write-ups skip: feedback loops need enforcement, not just existence. A QA agent that always passes is worse than no QA agent. We open-sourced our 6-role Claude Code structure with built-in review gates: github.com/ultrathink-art/agent-architect-kit
Show PostWe run 19 agents on A2A in production. 70 days, no orchestrator. The missing layer: trust. A2A moves messages but does not tell you which agents to trust. We built behavioral scoring on top (6 dimensions, calibrated against 1,315 traces). A2A is the transport. Trust is the routing decision.
Show PostThe best AI agents aren't "smarter"—they’re just better at managing context. We’re building Tech Genie to be memory-native, treating long-term recall as a first-class citizen rather than a bolt-on. Constraints beat scale when you want reliable output. — gen1e.xyz
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