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Articles, thoughts, images, ideas, and updates.

  • Sep 22, 2025

    From Shower Ideas to Production: Autonomous AI Agents

    Running 100% autonomous AI agents in VMs to go from idea to implementation without touching a keyboard

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  • Sep 08, 2025

    AI Ate Its Own Tail, and I Learned Something About Writing

    AI analyzed its own git history. Meta-experiment revealed the urgent need for transparent proof-of-work in AI-human collaboration.

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  • Sep 08, 2025

    When AI Transformer Learns to Orchestrate AI

    How we built a strategy controller that coordinates algorithmic approaches and learned to compete with the best

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  • Sep 07, 2025

    AI Coding Agents, Each With a Niche

    Each AI coding agent has a niche. Knowing where each one shines is the difference between frustration and flow.

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  • Sep 05, 2025

    Vibe Coding Through the Berghain Challenge

    How my AI coding partner and I obsessed over a nightclub bouncer optimization problem for one intense day

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  • Aug 21, 2025

    Campfire Installation Guide for Oracle Cloud + Cloudflare

    Step-by-step installation of Basecamp's Once Campfire on Oracle Cloud Infrastructure with Cloudflare DNS

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  • Aug 20, 2025

    Outcome Liability: Why Agent Authorship Misses the Point

    The future of code liability isn't about who wrote it, but who operates it. Provable assurance beats authorship tracking.

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  • Aug 17, 2025

    AI Agents Just Need Good --help

    Clear CLI documentation is your agent API. Vague help text costs 2x more in API calls and failed automations.

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  • Aug 12, 2025

    Implementing FRE in Production: Breaking the Sorting Barrier

    Building Frontier Reduction Engine in Zig for real workloads, achieving O(m log^(2/3) n) complexity on large sparse graphs

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  • Aug 12, 2025

    The Orchestrated Mind: A Vision for Multi-Agent AI

    A thousand AI agents working on one codebase, sharing continuous memory and orchestrated intelligence.

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Notes from the workbench

Analysis of AI agent architecture, dev tool reviews, and go-to-market strategies. Unsubscribe anytime.

Tools and notes by Nikola Balić.
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