HHotTea

Buyer-specific proof packet

Agentic Mode for Hatchways-style assessments.

Hatchways already has the right interview shape: real GitHub repos, practical tasks, automated tests, hidden grading, and human review. HotTea adds the missing AI-era evidence layer — AI fluency for agentic engineering — without turning that workflow into proctoring.

Hatchways-style proofinvite regression sample
production URL3/3 hidden checks4/4 tests
Fix invite acceptance regression

The live sample packet shows a repo task, Fly Machine VM context, Claude JSONL export capture, git diff evidence, hidden test grading, reviewer analysis, and a copy/paste reviewer note.

9/10AI fluency
8tool calls parsed
6VM audit events

How it fits Hatchways

Same repo flow

Candidates still work in a repo-based assessment. The adapter records PR metadata, test output, diffs, commit SHA, and packaged Claude JSONL sessions.

Standardized agentic workspace

Each candidate uses the same provisioned VM, Claude/Codex recorder wrappers, task packet, and finish checklist — instead of uncontrolled outside tooling.

Reviewer-ready packet

Reviewers see transcript counts, hidden-test results, AI fluency analysis with quoted reasoning moments, anomaly flags, git snapshots, and an ATS-ready note.

Integration path

1. Add workflow fallback.

Use /github-action.yml in candidate repos to POST PR, diff, test, and session-export evidence.

2. Link applicant workspace.

Assessment teams create a candidate session and give applicants the signed HotTea workspace URL.

3. Review packet beside Hatchways grading.

Human reviewers use the generated note, hidden-test summary, and transcript replay as an additional review layer.

Buyer artifacts

Everything we'd hand a Hatchways exec.

Grouped by motion. Each .md has a machine-readable .json sibling under the same path.

Discovery endpoints

GET https://hottea.ai/sample-report
GET https://hottea.ai/sample-report.md
GET https://hottea.ai/api/sample-evidence
GET https://hottea.ai/hatchways/packet.md
GET https://hottea.ai/hatchways/packet.json
GET https://hottea.ai/hatchways/integration.md
GET https://hottea.ai/hatchways/integration.json
GET https://hottea.ai/hatchways/calibration.md
GET https://hottea.ai/hatchways/calibration.json
GET https://hottea.ai/hatchways/evaluation.md
GET https://hottea.ai/hatchways/evaluation.json
GET https://hottea.ai/hatchways/decision.md
GET https://hottea.ai/hatchways/decision.json
GET https://hottea.ai/hatchways/business-case.md
GET https://hottea.ai/hatchways/business-case.json
GET https://hottea.ai/hatchways/rollout.md
GET https://hottea.ai/hatchways/rollout.json
GET https://hottea.ai/hatchways/objections.md
GET https://hottea.ai/hatchways/objections.json
GET https://hottea.ai/hatchways/demo-script.md
GET https://hottea.ai/hatchways/demo-script.json
GET https://hottea.ai/hatchways/due-diligence.md
GET https://hottea.ai/hatchways/due-diligence.json
GET https://hottea.ai/hatchways/security.md
GET https://hottea.ai/hatchways/security.json
GET https://hottea.ai/hatchways/competitive.md
GET https://hottea.ai/hatchways/competitive.json
GET https://hottea.ai/hatchways/readiness.md
GET https://hottea.ai/hatchways/readiness.json
GET https://hottea.ai/hatchways/pilot.md
GET https://hottea.ai/hatchways/pilot.json
GET https://hottea.ai/hatchways/follow-up.md
GET https://hottea.ai/hatchways/follow-up.json
GET https://hottea.ai/hatchways/outreach-brief.md
GET https://hottea.ai/hatchways/outreach-brief.json
GET https://hottea.ai/hatchways/trial-acceptance.md
GET https://hottea.ai/hatchways/trial-acceptance.json
GET https://hottea.ai/hatchways/demo-handoff.md
GET https://hottea.ai/hatchways/demo-handoff.json
GET https://hottea.ai/hatchways/pilot-setup.md
GET https://hottea.ai/hatchways/pilot-setup.json
GET https://hottea.ai/hatchways/kickoff.md
GET https://hottea.ai/hatchways/kickoff.json
GET https://hottea.ai/hatchways/reply-kit.md
GET https://hottea.ai/hatchways/reply-kit.json
GET https://hottea.ai/hatchways/meeting-brief.md
GET https://hottea.ai/hatchways/meeting-brief.json
GET https://hottea.ai/hatchways/data-retention.md
GET https://hottea.ai/hatchways/data-retention.json
GET https://hottea.ai/hatchways/procurement-gap.md
GET https://hottea.ai/hatchways/procurement-gap.json
GET https://hottea.ai/github-action.yml
GET https://hottea.ai/api/config