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techLOW2026-05-07 01:35 UTC

Atomic's Workflow SDK: Deterministically Extending Coding Agents

Coding agents are great at day-to-day work. What they still can't do reliably — and what keeps you babysitting every step — is finish a long-running, complex task while following your team's specific guardrails. After thousands of hours shipping with coding agents, I've landed on what actually helps

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