FundPilot connects a consequential software change to its source evidence, GitLab Duo review and independent checks. Investigate the claim. Propose the correction. Keep unresolved risk visible.
How AI is used: GitLab Duo supplied the recorded AI-powered code review. Every interaction in this workspace is deterministic; it runs no live language-model inference.
FULL-STUDIO OBSERVATION
EVIDENCE NOT LOADED
NEXT EVIDENCE-BASED ACTION
Selected packet · scope and evidence summary
NO OBSERVATION
Investigate one claim. Trace every safeguard.
Choose retained evidence.
For maintainers of consequential decision software: inspect a changed claim, its unchanged evidence, the recorded GitLab Duo code review and deterministic checks. This workspace runs no live language-model inference. Start with the historical case; dated MR packets explain remaining blockers.
01
Investigate
Compare an unsafe eligibility label with the unchanged source and recorded AI finding.
02
Act
Define a correction, run packet checks and independently replay the source-bound receipt.
03
Decide
Inspect verified, failed and unknown conditions. Local proposals never grant release authority.
EVALUATION, NOT MARKETING
Can the evidence distinguish a safe next step?
Run a frozen, deterministic comparison against simple baselines. These are constructed evidence cases, not an independent user study, an AI benchmark or measured time savings.
Not run in this browser.
Method and limitations
RUNNABLE INVESTIGATION · BROWSER COMPUTATION
From a native finding to a checkable correction.
Connect an authentic GitLab Duo finding to its code change, a proposed corrective action, independently executed packet checks and a receipt another maintainer can replay. No fix, approval or remote write is performed here.
FUNDPILOT · RELEASE READINESS DOSSIER
Know what blocks this release.
GitLab Duo supplied the recorded AI-powered review. This workspace checks retained evidence deterministically, with no live language-model inference or new agent execution.
Independent reproduction: node scripts/replay_dossier.cjs release-readiness-dossier.json. Hash consistency is not publisher authentication. Notes stay in memory until reload or Clear all; downloaded copies are yours to retain privately.
TRACE THE CHAIN
Where does confidence stop?
SELECT A STAGE
ACTIONABLE READINESS
What still prevents a release?
All states are scoped to the selected observation. No packet
establishes current production health or human release
authorization.
PROVENANCE NAVIGATOR · RECORDED HISTORY
Follow the recorded sequence.
Inspect each source record. Comment times, commit times and pipeline creation times are distinct observations—not invented completion or causal timestamps.
COMPARE OBSERVATIONS
What changed—and what did not?
AUTHENTIC AI CONTRIBUTION
GitLab Duo review, in context.
Comments are authentic API observations. Diff positions can move
after pushes. Neither a comment nor a finished session proves formal
approval or the exact execution input revision.
Textual code change—not a behavioral conclusionSecurity inventory and original artifact links
PUBLIC INTERACTIVE · SESSION-LOCAL DRAFT
Turn a blocker into a review request.
Selected native finding is attached when you save.
Session memory only. Downloads are owner-managed copies. No account
or server storage.
Local advanced capabilities — separate Python adapter required
These functions are not part of the public static deployment. The separate public funding demo remains available from the sidebar.
CONNECT TO THE PROTECTED APPLICATION
Decision Explorer
This local adapter runs the original rules engine, not an LLM.
Compare declared facts and amended public text; unknown and
unsupported conditions remain unresolved. No eligibility
certification.
Install the separate local runtime to enable calculations. Static
hosting preserves evidence exploration; it does not pretend to run
the evaluator.
No current analysis.
SYNTHETIC SIMULATION · NOT A LIVE REVIEW
What if this evidence changed?
The unchanged canonical assessment runs locally. These controls
never alter GitLab, production, or the real packet above.