Forward-deployed applied-AI engineer with 10 years turning revenue and operations workflows into production systems. Recent work includes billing automation running for ~19 months, a data backbone spanning six production vendor integrations, and evaluated AI workflows with human approval gates.
Site: dallascrilley.com · Hiring? dallascrilley.com/hire · Proof ledger: dallascrilley.com/proof
- Throughline Connector Kit: the sanitized four-method connector contract and sync engine behind six production vendor integrations
- Shipwright: a tested portfolio implementation of the approved-issue-to-reviewable-PR boundary; live execution is labeled self-reported
- Winnow: lead scoring and routing with a model-evaluation gate, explicit review thresholds, and implementation receipts
- Vouch: human review as an API, with 173 tests and offline end-to-end harnesses using simulated reviewers
- Holdfast: a production-derived append-only decision ledger and human publish gate rebuilt around a synthetic domain
The full catalog — with sources and caveats for every headline metric — lives on the proof ledger.
Catalog provenance: much of this catalog was published to public GitHub in one recent pass while assembling the proof ledger — a repo's publication date is not its development timeline. Where the scaffold-vs-hand-written split matters, the repo carries receipts (e.g. Winnow's docs/receipts.md).
Agents commit under this login; I own the merge gate. I require each repository's verification command to pass before merging and wait for CI where it is configured; a human makes each irreversible call. Shipwright, Vouch, and Holdfast show those boundaries as working code. Open any repo's history and you can see the split: agent commits carry implementation; my commits set direction, resolve review findings, and cut releases.
- The Four-Method Connector Contract, and Knowing When to Stop: one connector boundary shared by six vendor integrations
- When the API Returns 500, Did the Charge Post or Not?: idempotent billing sync in production