Devin Huber
Résumé
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HTML builds

Dashboards, reports & build sheets

Hand-built, self-contained pages that ship alongside the agents: the evaluation report an agent produced, interactive analysis of its data, and the specs it was built from. Pages holding client data are shown live on a call rather than published.

Metadata Agent Scorecard

Live ↗

Evaluation report for the enrichment agent: results against the editors' answer key, findings from each test run, and a 90-day rollout plan.

  • precision / recall / F1
  • cost per 1,000
  • rollout plan

Summary-Quality Dashboard

On request

Interactive dashboard from a take-home analysis of an AI documentation product: pipeline health and summary quality, filterable by team, template and period.

  • 4 tabs
  • funnel + hours-saved slider
  • 15 stat tests

House Search Board

On request

Interactive map and ranked list of 239 listings, each with a star rating and a score breakdown you can expand.

  • SVG map
  • 13-factor score
  • filters + detail panel

Signal to Pipeline

On request

Diagnosis of a training company's marketing and sales funnel from CRM, LMS and survey data, with seven proposed automations ranked.

  • drop-off analysis
  • cohort revenue
  • phased roadmap

Monday Brief Build Sheet

On request

Build spec for the analytics agent, with a log of fixes found by testing against the live account and a copy-paste instruction block.

  • fix log
  • step budget
  • tool restrictions

Guest Flywheel Build Sheet

On request

Two-agent spec covering the scoring rubric, which tools each agent gets, defenses against instructions hidden in applications, and a test plan.

  • 15-pt rubric
  • injection defense
  • test plan

House Digest Runbook

On request

Setup guide for the listing digest: inbox labels and filters, the parser, the dedup table, and why it uses alert emails instead of scraping.

  • runbook
  • Gmail filters
  • dedup ledger
Contact

Want to see one run?

I'll screen-share any build: the workflow, the test set and the results, including what didn't work.

Open to AI automation & AI engineering roles · Columbus, OH · relocation or remote