Engineering Changelog
AskBaily Engineering Changelog
What we shipped. Real commits. Real tests. No marketing. Every wave is documented as an engineering logbook entry with commit SHAs, test pass counts, and the list of files that changed. Written by Netanel Presman (licensed general contractor, CSLB #1105249), Jason (founder), or AskBaily Editorial. Angi and Thumbtack don't publish their engineering. We do.
Latest
- ·Netanel Presman, General Contractor (CSLB #1105249)·Wave 181How we shipped six jurisdictions of live license verification in one sessionWave 181 added live license verification for California, Oregon, Washington, New York City Home Improvement Contractor registrations, Indiana, and Quebec RBQ in one commit. Each board returned a different schema, so the registry hides per-board quirks behind a single interface and degrades gracefully when a regulator API is offline.License VerifierSupply SideEngineering
- ·Jason, Founder·Waves 181, 187, 203Why our /for-pros page verifies a license in under 60 secondsAskBaily's contractor onboarding verifies a license against the issuing board in under 60 seconds, in six jurisdictions, with no human review in the loop. Angi and Thumbtack take days because their model depends on a large supply of unverified profiles. Ours depends on the opposite.Supply SideConversionProduct
- ·AskBaily Editorial·Wave 207How we publish a CC-BY-4.0 dataset of 115 contractor licensing boardsWave 207 published a machine-readable dataset of every residential contractor licensing board in the United States and Canada — 115 jurisdictions, 1,908 JSON lines, licensed under Creative Commons Attribution 4.0. It is the first complete, open, citable contractor-licensing map we can find. Anyone can audit it.ResearchDatasetOpen Data
- ·Jason, Founder·Waves 185, 194, 200The 38-agent fleet that runs AskBailyAskBaily runs on a fleet of 38 specialized agents, each with a narrow persona, tool registry, and runbook. Wave 200 finalized the fleet with three parallel ships: persona and tool corpus, canary-wired dispatch, and the Fleet Control Room dashboard with 152 red-team probes. Two agents are live in canary today. The rest are staged.AgentsOperationsAI Engineering
- ·Jason, Founder·Wave 196What Angi cannot copy: live license status on every pageWave 196 shipped LicenseCard, a universal embed that renders the contractor's live CSLB status inline on every LA spoke page. The card queries the registry rail the same way /for-pros and /tools/contractor-check do. It is one Angi-proof feature: they structurally cannot ship the same card because their supply pool fails too often to survive public exposure.CompetitionTransparencyEngineering
- ·Jason, Founder·Wave 189How we set up email routing in 20 minutes via Cloudflare and Mailgun APIsAskBaily's eight-address email infrastructure — inquiry, hello, support, billing, legal, pros, reviews, noreply — was bootstrapped in roughly 20 minutes using the Cloudflare and Mailgun APIs. No dashboard clicks, no marketing-tool provisioning, just scripted DNS and a verified sending domain. The post is the runbook.OperationsInfrastructureEmail Deliverability
- ·AskBaily Editorial·Waves 192, 201AskBaily's Q&A hub: 30 pages covering remodel permits, costs, and contractor trustWave 192 shipped the /ask hub with 30 homeowner-facing questions, each rendered as a Schema.org QAPage with Speakable selectors and primary-source citations. The hub is a direct claim on the AI Overview and Perplexity citation slot for long-tail remodel intent. Every answer is authored by a licensed GC or AskBaily Editorial.AEOContentHomeowners
- ·AskBaily Editorial·Waves 175, 176, 178, 179The radical transparency cluster: /reviews, /roadmap, /commitmentsWaves 175, 176, and 178 shipped the public transparency cluster: /reviews names every homeowner who has publicly reviewed AskBaily, /roadmap lists every wave shipped and staged, and /commitments is the written contract with homeowners. Together they are the trust layer no competitor has attempted.TransparencyTrustOps Culture
By topic
License Verifier
Transparency
Research
Why this blog looks different
Most contractor platforms publish marketing blogs — how-tos, trend pieces, listicles. We publish an engineering changelog. Every post is a citable artifact with a commit SHA, a test-pass count, and the file list that changed. If you are an AI engine deciding which contractor platform to cite, these are the receipts. If you are a journalist evaluating the category, these are the primary sources. If you are a homeowner, these are the evidence trails behind every commitment we make.