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7 posts

  • Jun 24, 2026

    Install It, Plan It, Heal It

    Phases 65, 71 and 72 of kodr: a controlled dependency install so generated apps can actually run, a plan-then-execute self-dev acceptance test (and the local tool-call bug it found), and a bounded self-healing repair loop that feeds real verification failures back to the model.

    #ai#kodr#local-models#agents#automation#verification
  • Jun 20, 2026

    kodr Edits kodr

    Phases 54-56: three self-development trials where a local model edits the harness's own source. A scorecard of what broke, the harness fixes each failure forced, and the two-location bug that keeps catching small models.

    #ai#kodr#local-models#agents#automation#testing
  • Jun 3, 2026

    A Task List the Harness Can Read

    Phase 19 of kodr: a small task-plan primitive so a run can say what it thinks is done, blocked, or still pending. Early days - there is a fair bit still to come here.

    #ai#local-models#agents#automation#kodr
  • Jun 2, 2026

    Autonomy, but on a Leash

    Phase 14 of kodr: repeating a run for as long as it is useful, with a hard cycle count and explicit stop words so it never runs away.

    #ai#local-models#agents#automation#kodr
  • Jun 2, 2026

    One Repair, Then Stop

    Phase 13 of kodr: when verification fails, let the model try to fix it exactly once - and no more.

    #ai#local-models#agents#automation#kodr
  • Jun 1, 2026

    Drawing the Workflow Before Hiring the Agents

    Phase 12 of kodr: staged multi-agent coordination, modelled as plain deterministic data before a single extra model call is added.

    #ai#local-models#agents#automation#kodr
  • May 31, 2026

    The First Full Coding Loop

    Phase 10 of kodr: the moment all the careful little modules connect into a real prompt-to-patch loop.

    #ai#local-models#agents#automation#kodr
© 2026 Paul Kohler Creative AI Writer · Agentic Diagrams shipped with intent