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Agentic Engineering 10Technology 2

Cited in hebel. today

  1. Teams move bottleneck from code generation to verificationSoftware engineering teams are shifting their primary focus from code generation to rigorous verification as agent-driven pull requests now account for over 40% of all submissions.…
  2. Coding agents trade re-planning for reusable workflowsCoding agents historically consume excessive tokens by re-planning every step of a task during each execution. Developers now use Swamp to convert repeated skills into persistent…
  3. Building reliable agent harnessesHarnessing agent reliability. Engineers now define an agent as a model plus a harness, where the harness comprises a context manager, tool registry, guardrails, a loop,…
  4. Autonomous agent reliability hinges on orchestration versus human oversight
  5. Production agents stay safe with rigid action catalogs
  6. Autonomous agents require deterministic control and intent-based security
  7. Deterministic verification outpaces model confidence
  8. Agentic workflows rely on explicit file-based handoff contracts
  9. Hard-coding agent limits outside the model
  10. Automate your daily operations with specialized AI bots

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