Built a 4.76M parameter transformer to coordinate 8 bouncer algorithms. While averaging 958 rejections vs RBCR2's 887, achieved breakthrough single game of 855 rejections through learned strategy orchestration.
Each AI coding agent has a niche. Knowing where each one shines is the difference between frustration and flow.
Listen Labs' viral billboard puzzle led to a nightclub bouncer optimization challenge. My AI partner Claude and I spent a day building RBCR (Re-solving Bid-Price with Confidence Reserves), achieving 781 rejections among >30k competitors through dual variables and mathematical optimization.
Complete guide to installing Basecamp's Once Campfire on Oracle Cloud. Covers memory constraints, firewall layers, asset compilation, and SSL configuration for production deployment.
As agents abstract away development like HLLs did assembly, 'human liability for authored code' becomes meaningless. The future is operator liability backed by provable assurance—signed attestations, property tests, and runtime monitoring matter more than keystrokes.
AI agents succeed or fail based on your --help text. Clear command structure, explicit success signals, and structured output options make the difference between one API call and five retries.
Implemented FRE algorithm from Duan et al.'s 2025 paper in production Zig. Achieved O(m log^(2/3) n) complexity for single-source shortest paths, improving on Dijkstra's O(m + n log n). Shows advantage on large sparse graphs by breaking the sorting barrier, but overhead kills performance on small or dense graphs.
The future of AI isn't single agents but orchestrated swarms sharing temporal memory graphs. Picture agents that don't pass messages but share thoughts, with orchestrators that predict bottlenecks before they surface and memory systems that evolve themselves.
Resilient Future, Agrama v2
AI coding assistants are incredible at rapid code generation, but without human guidance they miss maintainability, architecture, and sustainable engineering practices. The key isn't perfect prompts, it's knowing when and how to nudge the AI toward better decisions.
Request an AI summary of this blog
