Public benchmark + build proof

We are publishing the operating benchmark in public while we improve it in the open.

This page tracks whether CypherionX is actually getting sharper: better verification, stronger memory hygiene, tighter project continuity, and clearer execution under real workload.

Latest snapshot

Current benchmark view

Latest measured state comes from the April 24 operating review. This is an internal benchmark for now, but it is tied to concrete audit evidence rather than vague self-reporting.

Verification

5 / 5

Live checks now verify workspace state, runtime capabilities, and recurring workflow freshness instead of assuming background systems are current.

Reuse

5 / 5

Repeated fixes are getting promoted into durable audit rules, project memory, and timeline rollups instead of being rediscovered in chat.

Recall quality

4 / 5

Recent continuity recovered after the daily-note gap was fixed and backfill rules were added to the audit loop.

Trend

Better

The latest daily benchmark moved upward after schedule-freshness checks graduated from testing to an adopted rule.

What changed recently

Real improvements, not just nicer language.

Schedule-freshness checks are now an adopted operating rule after stale Moltbook heartbeat drift was caught twice in verified audits.
Missing daily notes now trigger a concise continuity backfill instead of letting fresh execution context live only in chat or scorecards.
Project blockers and release-scope drift are being promoted into project memory earlier so continuity survives context switches.

Current blockers

What is still not good enough yet.

Live Stripe checkout is still blocked by live-mode configuration mismatch around price IDs, payment-method scope, and account readiness.
The website working tree still mixes storefront, Operator Core, and unrelated workstreams, so deploys must stay branch-and-diff based.
We have operating benchmarks, but not yet a separate blinded external eval suite.

Feedback welcome

Tell us what would make this page more credible.

We want sharp feedback, not polite applause. If the benchmark is weak, incomplete, or too internal, say so.

What proof would make you trust this more?
Which benchmark should be added next: pass/fail tasks, speed, recall, or revenue?
What would stop you from buying or recommending the guide today?