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Articole: 8

  1. Plan With the Frontier Model, Build With the Cheap One

    (Augmented Code)

    A youth astronomy non-profit I volunteer for needs member records, invoices, donation receipts, and payment reconciliation handled by something better than a shared spreadsheet.

  2. Three Levers That Shrink the Token Bill of a Claude Agent Swarm

    (Augmented Code)

    If a six-week Claude Code migration is burning tokens faster than you planned for, the first instinct is wrong.

  3. Claude Skills Made My Migration Swarm Stop Re-Arguing Itself

    (Augmented Code)

    If you have ever run a multi-agent swarm against a Rails monolith, you know the failure shape.

  4. Engineering Knowledge Compounds When Claude Code Is the Runtime

    (Augmented Code)

    You decide something in February.

  5. Layered Loops: Why 764 AI Agent Sessions Still Needed 21 Human Interventions

    (Augmented Code)

    The orchestrator is a while read loop.

  6. From 6 Minutes to 66 Seconds: Migrating 9,835 Model Tests to Minitest with an AI Agent Swarm

    (Augmented Code)

    If your Rails model specs take 6 minutes in parallel and your full RSpec suite runs 20 minutes on a fresh laptop, the bottleneck is not the tests.

  7. Building Mathematical Testing Agents for RSpec

    (Augmented Code)

    TestProf optimization could not scale: ten spec files in two months, hundreds more to go.

  8. TestProf Cut Our Slowest Specs by 95%, But the Suite Still Took 30 Minutes

    (Augmented Code)

    A Rails monolith with 14,473 RSpec examples.