05Lab

Notes from the workbench.

Short, technical write-ups on what I'm learning while shipping AI products — agent architectures, inference internals, build logs, and the small field notes worth keeping.

  • 20 Apr 2026Soon
    Inference

    KV cache, explained without the buzzwords

    Why KV cache is the single biggest lever on LLM cost and latency, and what changes when you enable it on your own models.

    9 min read
  • 12 Mar 2026Soon
    Agents

    Agent architectures I actually ship

    A field guide to the three agent shapes I keep reaching for in production — task graphs, ReAct loops, and supervisor + worker pools.

    11 min read
  • 08 Feb 2026Soon
    Build log

    Vibe — behind the scenes of a 6-agent app builder

    How the design analyser, planner, and code agent talk to each other, and why E2B sandboxes were the unlock that made it ship.

    14 min read
  • 15 Jan 2026Soon
    Field notes

    WhatsApp bots that actually convert

    Patterns from shipping a bot that automated 80% of conversations — qualifying questions, fallback scripts, and the small UX details that change the close rate.

    7 min read

Posts go live as I publish them. Want a heads-up? Drop me an email and I'll send the first edition when it ships.

Booking Q1 2026

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