Four products. Four different hard problems.
The primary commercial selection stays ordered by evidence, not novelty: public App Store release, external beta submission, native workflow beta and an on-device product prototype.
Choose the closest operating problem.
Open the detailed page for the challenge, current signal, what became clearer and what should not be inferred.
App Store · 1.0.11InciaryProfessional vertical product: native workflow, privacy, localization, release and paid-plan foundations.
External beta submittedHunt of SecretsConsumer AI product: real-space game creation, camera matching, backend tests and store package.
Native betaSamataProB2B workflow: intake, estimating, LiDAR evidence, marketplace roles and human review.
On-device prototypeGymPilotProduct simplification: beginner training reduced to one safe action, timing and progression logic.
Four ways to use AI without handing it the final word.
These competition projects explore release truth, agent coordination, SaaS portability and human access. Every page states what GPT-5.6 may do, who retains authority and what the public demo does not prove.
Release evidenceProofLatchSubmittedDeterministic policy owns BLOCKED or READY. GPT-5.6 explains the evidence and prepares a bounded Codex repair brief.
Rules decide · model explainsView case →
Agent operationsGateholdSubmittedA deterministic local clearance layer coordinates overlapping agent work, machine capacity, exclusive resources and verified cleanup.
Policy clears · model may holdView case →
SaaS portabilityExitCanarySubmittedA synthetic CRM canary reveals what survives a vendor export before a buyer commits to the platform.
Model maps · evaluator decidesView case →
Human reachabilityAccessCrashSubmittedA capability-twin crash test finds where an apparently eligible person can no longer complete a real process.
Model compiles · code testsView case →Ask what survived, not how many screens exist.
A useful portfolio should help you assess product judgment, not just visual taste.
- 01 · UserWho completes the real workflow?
Look for a concrete user action, not a feature count.
- 02 · RiskWhat could block release?
Data, roles, review, support and store constraints matter.
- 03 · EvidenceWhat proves the flow works?
Device behavior, tests, release state and operating receipts.
- 04 · ControlWhat can another owner inherit?
Code, accounts, known limits and handoff stay understandable.
Your product does not need to look like these.
Name the closest challenge and what is different. The first reply will say what carries over, what does not and which small step is enough.