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Engineering · Agent workflows

Herdr — Engineering Agent Orchestration

Routing local and hosted coding agents through isolated worktrees, escalation, independent review, and evidence-based acceptance.

Development and validation

Implementation and acceptance are separate decisions. A failed or unavailable review is not approval.

  1. 01Route task
  2. 02Reuse worktree
  3. 03Implement
  4. 04Escalate if needed
  5. 05Verify independently

Reliable autonomous engineering

Herdr coordinates coding and engineering agents so a task can use an appropriate execution path and retain evidence of what happened. It addresses routing, escalation, isolation, and independent verification around autonomous development.

What I worked on

  • Route work between local and hosted coding agents while avoiding unnecessary hosted-model usage.
  • Reuse prepared Git worktrees to preserve isolated changes and keep primary working directories unchanged.
  • Separate implementation from independent review and preserve failure evidence.
  • Use automated test suites as acceptance evidence rather than treating the agent’s completion message as sufficient.

Representative validation workflows

  • Local-only work completed with zero hosted turns in a validated workflow. This is a specific observed path, not a universal cost or performance claim.
  • More difficult work could escalate to a hosted coding model.
  • Results could be independently reviewed; failed or unavailable review did not become an approved result.
  • Git worktrees retained isolated changes while primary working directories remained unchanged.

What this demonstrates

The project explores how to keep autonomy accountable: choose a route, bound the working area, preserve evidence, and require a separate acceptance decision.

Examples describe engineering methods. Client identities, endpoint identifiers, credentials, and ticket contents are omitted.

From evidence to an engagement

Facing a similar technical problem?

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