Roadmap

Roadmap

Living product roadmap. Shipped reflects what is in main today. Later phases are ordered by dependency and recruiter value, not fixed dates.

flowchart LR
  V1[v1_foundation]
  V15[v1.5_hardening]
  V2[v2_platform]
  V25[v2.5_plugins]
  V3[v3_scale]
  V1 --> V15 --> V2 --> V25 --> V3

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Current status — v1 foundation (shipped)

AssessmentOS is usable end-to-end for take-home / timed technical assessments:

Area	Shipped
Question types	MCQ, coding (I/O + unit), SQL (SQLite), short answer; stubs for video / design / file
Coding depth	Multi-file workspace, entry file, time/memory limits, proportional scoring, simple Python I/O checker; unit via pytest / Jest / PHPUnit / JUnit / GoogleTest; mock runner default; Judge0 multi-file unit path
Authoring	TipTap rich prompts (quotes, code, images), question bank, sections, pools + randomize, publish + invite flow
Candidate	OTP gate, optional Turnstile CAPTCHA, IP rate limits, timers, activity events
Review	Per-question scores, anti-cheat timeline + chips, best-score collapse by email
Invites	Single-use default; multi-use open links with max uses; email templates + Resend
Agents	Recruiter MCP (assessments, questions, bank, sections, pools, invites, results)
Ops	Postgres + Drizzle migrations, local disk assets (STORAGE_DIR), AGPL-3.0

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Next — v1.5 hardening & coding ops

1. Judge0 unit image — image/compose with pytest, Jest, PHPUnit, JUnit, GoogleTest
2. Cloud object storage for assets — S3/R2 behind /assets
3. Redis (or shared) rate limits — for horizontal API scale
4. Observability — metrics, runner dashboards
5. Admin polish — bank/pool/section UX

Exit: Unit coding against Judge0 in staging with durable assets.

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Then — v2 platform (orgs & access)

1. Organizations / teams — multi-recruiter orgs, roles, shared banks
2. SSO — OIDC/SAML (keep password for self-host)
3. API hardening — scoped tokens, audit log, session-complete webhooks
4. Exports — PDF/CSV packs; bulk invite CSV

Exit: Company onboards multiple recruiters under one org with SSO and auditable API access.

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Then — v2.5 question plugins

File upload, video, design plugins; full interactive checkers.

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Later — v3 scale & collab

Live collab, billing (hosted), advanced anti-cheat, multi-region HA.

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Explicit non-goals (for now)

• Replacing general LMS / ATS products
• Closed-source core (stays AGPL-3.0)
• Guaranteeing every public Judge0 image runs all unit frameworks
• Building a full interactive IDE product

How we prioritize

1. Recruiter can ship a take-home this week
2. MCP stays in parity with admin
3. Self-host stays simple
4. Plugin contract over one-off hacks

Canonical copy also lives at repo root ROADMAP.md; update both when phase exit criteria change.