78

VARO Command Centre

At Risk

ops.varo.au operational dashboard

infrastructureLast active 2h ago89 sessions15 discoveries

Sessions

89

Discoveries

15

Patterns

8

Open Gaps

7

Medallion architecture scales well for personal knowledge

discovery

Bronze/Silver/Gold layers with automated promotion work well even at personal scale. Key insight: Bronze ingestion should be append-only with SHA256 dedup.

92%
architecturedatamedallion1w ago

Korean LCC price fallback cascade

pattern

SerpAPI returns $0 for Korean LCCs. Solution: detect $0 prices and trigger Amadeus/Duffel/FlightAPI.io fallback chain. Real prices recovered in 85% of cases.

95%
flightspricingfallback1w ago

Every AI-generated value is untrusted input

decision

AI trust boundary rule: validate enums against allowed sets, parse JSON defensively, cap content-driven AI calls, escape query strings in ALL query languages.

99%
securityaitrust-boundary10 Feb 2026

Cloudflare Pages edge runtime gotchas

discovery

next/headers dynamic requires edge runtime annotation. getServerSideProps does not work. Use route handlers for API calls. Cookie domain must be .varo.au for cross-subdomain auth.

88%
cloudflareedgenextjs2w ago

Instrument Serif + Sans pairing for dashboards

decision

Instrument Serif for display headings, Instrument Sans for body. JetBrains Mono for code/metrics. This combination balances authority with readability.

85%
designtypographyvaro8h ago

N+1 query prevention in D1

pattern

D1 has high per-query latency. Batch all lookups with IN clauses. Never loop individual SELECTs. Use COALESCE for optional joins.

94%
performanced1sql1w ago

Swarm architecture for parallel development

pattern

Break complex features into independent streams with mission files. Each stream gets its own worktree. Wave driver orchestrates and merges. Maximum 5 parallel streams.

91%
architectureswarmparallel5d ago

Deal intelligence requires entity cross-linking

improvement

Every deal entity (issue, decision, document, comment) must be cross-linked via pushDealEntityToBrain(). Without this, the brain cannot surface connections during advisory sessions.

87%
dealentitybrain2w ago

UniFi SSH+MongoDB+ARP gives complete network picture

discovery

Combining SSH for device list, MongoDB for DPI stats, and ARP for MAC-to-IP mapping provides 95% device identification. Remaining 5% are IoT devices with no useful hostname.

93%
unifinetworkdevices2d ago

Session meta + facets join by session_id

memory

Usage data lives in two file types: session-meta (timing, model, messages) and facets (tool usage, code changes). Join on session_id field for complete picture.

80%
datasessionsusage10h ago