logs/2026-06-28-semantic-intelligence-layer-v0-2.md
Semantic Intelligence Layer v0.2 Deploy
Summary
Algolia Competitive Intelligence has been upgraded from raw source-change reporting to the first semantic intelligence layer.
The product now treats Scout/direct/RSS collection as acquisition infrastructure only. A fetched page no longer becomes intelligence just because its hash changed. The CI engine now extracts typed semantic facts, compares facts across snapshots, scores materiality, and only publishes decision-grade semantic deltas.
What Changed
- Added
semantic_factsandsemantic_deltasto the SQLite ledger. - Added Customer Proof Intelligence extraction for customer/case-study sources.
- Added Content/Narrative Intelligence extraction for blog, press, news, RSS, and AI/search sources.
- Added semantic diffing for new customer proof and new content/narrative movement.
- Added materiality scoring and suppression gates.
- Changed daily/weekly synthesis packets to prefer
semantic_deltas. - Added a raw-change guard so old
changed case_studyandchanged since the previous snapshotrecords do not contaminate reports. - Updated the dashboard product surface to:
- Customer Proof Radar
- Narrative And Content Radar
- Decision Queue
- Suppressed Signals
- Added semantic fixtures and regression tests.
- Documented the semantic layer contract in the standalone repo.
Deployment
Standalone GitHub repo:
1b86176— Add semantic intelligence layer.16561a7— Suppress legacy raw-change synthesis.cf2c3a7— Update CI dashboard after raw signal guard.
Runtime deployment:
- Deployed the updated
packages/ci-corecode into the Chowmes/Hermes workspace skill:/opt/data/knowledge/obsidian/MyOS/Projects/Competitive Intelligence/skills/competitive-research - Updated the VPS dashboard publisher clone:
/opt/data/apps/algolia-competitive-intelligence - Published the dashboard to GitHub/Vercel.
Version:
algolia-competitive-intelligenceroot package:0.2.0- dashboard package:
0.2.0
Verification
Local verification:
npm run testpassed with 27 tests.npm run dashboard:buildpassed.
VPS verification:
- Semantic smoke test passed inside the Hermes container.
- Weekly report generated Markdown and HTML successfully on the VPS.
- Legacy raw-change phrases were filtered from weekly synthesis.
- Dashboard publisher exported and pushed the dashboard.
- Chowmes health check passed and sent a Telegram test.
Cron status:
- Daily CI is active at
0 9 * * *. - Weekly CI is active at
0 9 * * 0. - Both are scheduled for 2026-06-28 09:00 EDT because 2026-06-28 is Sunday.
Important Interpretation
The semantic layer is deployed, but the current historical ledger mostly contains pre-semantic raw-change signals. The correct behavior until fresh semantic deltas appear is conservative:
- Do not manufacture a finding from old
page changedsignals. - Show no material semantic finding if no semantic delta exists.
- Keep weak or ambiguous movement out of the executive brief.
The 09:00 run on 2026-06-28 is the first scheduled live validation of the deployed semantic layer.
Next Validation Questions
- Did the daily run complete and deliver Telegram output?
- Did the weekly run complete and deliver Telegram output?
- Did
semantic_factspopulate from supported sources? - Did
semantic_deltaspopulate only for real customer-proof or narrative movement? - Did weak hash-only/collector-only movement remain suppressed?
- Did the dashboard update through GitHub/Vercel?
- Did the report avoid
changed case_study,page changed, andchanged since the previous snapshot?
Next Product Work
- Expand the gold dataset beyond the initial fixtures.
- Improve real-page customer name extraction from Constructor, Bloomreach, and Coveo pages.
- Add a stricter report validity rubric for CMO-grade usefulness.
- Add source-type-specific extractors for press releases and changelogs.
- Add action persistence for accepted/rejected decisions.
- Reassess report language after the first fresh semantic run.