Routing local and hosted coding agents through isolated worktrees, escalation, independent review, and evidence-based acceptance.
Development and validation
Local coding agents
Hosted models
Git worktrees
Independent review
Automated tests
Implementation and acceptance are separate decisions. A failed or unavailable review is not approval.
01Route task
02Reuse worktree
03Implement
04Escalate if needed
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 vulnerable assets to verified endpoint state: patch targeting, Windows applicability analysis, deployment monitoring, failure investigation, and rescans.
Auditing ESXi and network monitoring, correcting safe configuration issues, validating discovery, and documenting the exceptions that still need investigation.
Production monitoring review
PRTG Network Monitor
VMware ESXi
SSL/TLS
Auto Discovery
From evidence to an engagement
Facing a similar technical problem?
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