Project evolution ยท Business and product intent

Build fast with AI. Verify in public before release.

Publicus is the open trust substrate for AI-built software: dependency scan, fresh public evidence, signed registry posture, and exportable proof.

This report turns Git history, canonical docs, lineage records, source contracts, and sanitized agent-history summaries into one reviewable artifact. Raw transcripts and worktrees remain operational evidence, not public truth.

sanitized public reportgenerated 2026-05-14T04:54:27Zoutcome gates over date plans

Current operating evidence

160recent commits sampled
41recent merges sampled
75archived agent worktrees
4330archived markdown files
102live markdown files
142Claude history prompts
56source contractsactive and backlog
35active evidence sourcesglobal + scan-time

The dominant project motion is visible in the commit stream: feat: 22fix: 22docs: 9chore: 5test: 3ci: 1

Business intent

Publicus exists because AI makes software generation cheap while security review remains expensive. The open core is the reusable proof layer: package manifests in, public evidence and signed registry posture out. Hosted help, private overlays, and procurement support can live at the edge without closing the trust substrate.

Product intent

The primary journey is not "read our registry." It is: upload the dependency files your AI workflow produced, see what blocks release, inspect primary sources, export a proof pack, and use bounded synthesis only after the evidence is visible.

spec-driven verificationreal behavior testsmocks only for boundaries

Who this is for

AI builderssecurity reviewersCanada release teamstrusted contributors

Builders need speed without hiding risk. Reviewers need citable evidence, not opaque AI answers. Contributors need a governed path where public claims change only through trusted review.

Why this remains useful

Frontier cyber models, open models, package scanners, and SBOM tools all help. Publicus is different because it publishes the model-agnostic verification layer around them: source contracts, freshness lanes, signed component truth, Canada-readiness mappings, review pressure, and proof exports.

Evolution path

Signed YAML registry

Curated component truth, primary-source vulnerability evidence, KEV intersections, ATLAS mappings, and provenance expectations.

CLI and static trust surface

Manifest parsing, registry checks, static API output, dogfood gates, and source discipline.

Live read API and browser flow

FastAPI routes, docs split, freshness lanes, registry and exploited-risk browsing, and Ask as a separate recommendation workspace.

Scan-first product correction

The homepage and primary route now start with dependency upload and direct package lookup because that is how builders actually need help.

Source-depth expansion

Object-specific evidence now separates vulnerability, exploit pressure, package metadata, distro/runtime, provenance, and AI-risk context instead of calling every listed source live.

MOMS test

Every page and component should pass these plain-language checks before it is treated as product-ready:

  1. Can a non-expert tell what this page is for?
  2. Is the next action obvious?
  3. Can the user see what is evidence, what is synthesis, and what is not applicable?
  4. Can every trust claim be followed to a primary source or signed artifact?
  5. Does the route work on mobile without overwhelming the user?

Critical product gaps

scan-first claritysource-depth comprehensionunknown explanationsmovement click pathsevidence-pack readabilitytrusted-reviewer onboarding

These are outcome gates, not calendar promises. The public app should never make a user wonder what to upload, why a package is unknown, whether evidence is current, which source was checked, or what action happens when a card looks clickable. The internal appendix carries the deeper route-by-route criticism for maintainers.

What remains

Read pending work as outcome gates, not calendar promises. Each item should become one narrow branch with a proof command, MR, and deployment or audit artifact.

GateAlready trueNext pressure
FreshnessStatus exposes separate evidence, source-sync, projection, and movement clocks.Keep scheduled refreshes autonomous so deploy bootstrap never leaves stale lanes.
Data depth56 source contracts; active scan lanes include OSV, GHSA, NVD, EPSS, distro/runtime, package metadata, AI incidents.Convert adapter backlog into real evidence lanes only when licensing and fixtures are clear.
Upload trustManifest scan supports common dependency files and evidence-pack export.Improve unknown explanations and prioritize repeated unknowns into review proposals.
Business intentOpen trust substrate, source contracts, and proof packs are the product core.Make every public page reinforce the same business promise: build fast with AI, verify in public before release.
Frontend proofProduct-flow script checks routes, layout, mobile stacking, source health, upload scan, direct lookup, and docs.Use HTML audit reports to make QA findings readable before product fixes start.
Open-source readinessGovernance, contribution, source contract, and trusted-review docs exist.Recruit trusted reviewers before opening broad public contribution paths.

Agent velocity pattern

Repeated prompts drove velocity but also created scope ratcheting risk. The fix is not less agent use; it is narrower canonical docs, explicit stopping conditions, and HTML report artifacts that people and agents will actually read.

Repeated prompt patternCount
Address all and continue13
Proceed and continue7
What else is pending?4
What is pending before we deploy the frontend?4
Address them, there is other things we can do other then A1 + A2. We will do that later, let's do more that we can do3
See what is pending and decide based on objective truth3
What else can we do to improve this from web research and codebase standpoint?2
See 1000x speed in software development in April 2026 with tools we are using . Given what we have done, creating good. md files, contirbuti2

Verification contract

Publicus should prove behavior through contracts and real product flow. Pure mocks are allowed for unavailable services, rate limits, and explicit error branches; they are not a substitute for route, parser, source, scan, and browser evidence.

source-backed API checksbrowser product-flow smokefixture-backed boundariesprimary-source citations

Recent Git motion

feat: 54docs: 25frontend: 20trust: 16chore: 15refresh: 11scan: 10railway: 10public: 8evidence: 7surface: 7registry: 7publicus: 7live: 6

DateCommitSubject
2026-05-13269c386Merge branch 'feat/scan-explanation-buckets' into 'main'
2026-05-13c032984feat: explain scan evidence buckets
2026-05-1358ca8f3Merge branch 'docs/refresh-html-pending-report' into 'main'
2026-05-13c713673docs: refresh html pending report
2026-05-134567a79Merge branch 'docs/internal-html-audit-report' into 'main'
2026-05-13c58c56edocs: deepen internal html audit report
2026-05-13a871d58Merge branch 'fix/aiid-source-snapshot-fallback' into 'main'
2026-05-13e24976dfix: add aiid snapshot fallback
2026-05-131c6b428Merge branch 'fix/freshness-check-api-url' into 'main'
2026-05-133156a89fix: correct freshness check api url usage
2026-05-13e8ed52dMerge branch 'docs/html-project-history-report' into 'main'
2026-05-1319d50ffdocs: add html project history report
2026-05-12b40c4c2Merge branch 'feat/source-adapter-backlog-wave' into 'main'
2026-05-11f820d22feat: monitor AI incident source context
2026-05-11faa4a86Merge branch 'feat/ecosystem-metadata-scan-depth' into 'main'
2026-05-1130ce472feat: add ecosystem package metadata scan lanes
2026-05-118d1f022Merge branch 'feat/railway-autonomous-data-plane' into 'main'
2026-05-11a4a8d01feat: add autonomous postgres deployment bootstrap
2026-05-110a84179Merge branch 'feat/runtime-distro-evidence' into 'main'
2026-05-1156972fffeat: add runtime distro evidence lane
2026-05-1145ff618Merge branch 'feat/cve-ghsa-evidence-depth' into 'main'
2026-05-11651cf88feat: add CVE and GHSA malware evidence lanes
2026-05-11ac8e1c4Merge branch 'feat/freshness-guard' into 'main'
2026-05-11fe834c2feat: add live freshness guard

Canonical docs

RolePath
readmeREADME.md
docs_routerdocs/README.md
current_statedocs/current-state.md
decision_logdocs/decision-log.md
lineagetracking/lineage.yaml
workspace_indexNone

Agent guidance coverage

agentsclaudegeminicopilotrepo_claude_dir

AGENTS.md remains the compact cross-agent contract. Claude-specific guidance, tool conventions, and llms.txt support inference-time routing without duplicating full policy.

How to use this report

Use this page for leadership, contributor, and reviewer context. Use the internal appendix for operational archaeology. If either artifact disagrees with docs/current-state.md, the current-state doc wins until a maintainer promotes a durable change.