Bernt
05ed037fe8
- DNS: pilot.landvex.com -> 16.170.83.169 - TLS: Let's Encrypt certificate (expires 2026-09-30) - Nginx: reverse proxy with SSL termination - API: https://pilot.landvex.com/api/v1/missions - UI: https://pilot.landvex.com/ - Upload: POST /api/v1/missions/import (multipart/form-data) Verified: ✅ https://pilot.landvex.com/health ✅ https://pilot.landvex.com/version ✅ https://pilot.landvex.com/api/v1/missions (list) ✅ https://pilot.landvex.com/api/v1/missions/:id (get) ✅ POST /api/v1/missions/import (video upload) ✅ UI loads with title 'LandveX Intelligence Lab' Next: Pilot 001 — Break the system!
342 lines
13 KiB
Markdown
342 lines
13 KiB
Markdown
# SIL Vision: Från Kodassistent till Systemkognitiv Plattform
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> "Grafen är inte ett analysverktyg — den är den gemensamma modellen som alla agenter arbetar utifrån."
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---
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## Nuvarande Tillstånd (2026-06-30)
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### ✅ Vad som finns
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- **Kunskapsgraf** (JSON) med noder, kanter, confidence
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- **Graph Engine** - Resonerar över grafen (impact, failure, blast radius)
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- **PR Analyzer** - Analyserar PR:s mot grafen
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- **Auto-Updater** - Uppdaterar grafen från verifierbara källor
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- **Observer** - Skannar kod, git, miljövariabler
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- **Reality Check** - Jämför Intended vs Actual vs Observed
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### 🔄 Arbetsflöde idag
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```
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Användare frågar → Agent läser graf → Agent svarar
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```
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---
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## Målbild (6 månader)
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### 🎯 Vision
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```
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Förändringsbegäran kommer in
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│
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▼
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┌─────────────────────────────┐
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│ SIL analyserar påverkan │
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│ - Affärsprocesser │
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│ - Tekniska komponenter │
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│ - Risker │
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│ - Tester │
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└─────────────────────────────┘
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│
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▼
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┌─────────────────────────────┐
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│ Plan genereras │
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│ - Steg-för-steg │
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│ - Beroenden │
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│ - Deployment-ordning │
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│ - Rollback-strategi │
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└─────────────────────────────┘
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│
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▼
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┌─────────────────────────────┐
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│ Specialiserade agenter │
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│ genomför arbetet │
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│ - Kodändringar │
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│ - Tester │
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│ - Dokumentation │
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└─────────────────────────────┘
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│
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▼
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┌─────────────────────────────┐
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│ Verifiering │
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│ - Tester körs │
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│ - Graf uppdateras │
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│ - Reality check │
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└─────────────────────────────┘
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│
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▼
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Förändring färdig
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```
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---
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## Arkitektur
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```
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┌─────────────────────────────────────────────────────────────┐
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│ AI-AGENTER │
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│ Bernt (system) · CodeAgent (kod) · TestAgent (tester) │
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│ DocAgent (dok) · OpsAgent (drift) · SecAgent (säkerhet) │
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└──────────────────────┬──────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────┐
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│ SYSTEM INTELLIGENCE LAYER (SIL) │
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│ │
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│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
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│ │ OBSERVE │ │ REASON │ │ ACT │ │
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│ │ │ │ │ │ │ │
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│ │ • Git │ │ • Impact │ │ • Plan │ │
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│ │ • AST │ │ • Risk │ │ • Execute │ │
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│ │ • DB Schema │ │ • Compliance│ │ • Verify │ │
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│ │ • K8s │ │ • Conflict │ │ │ │
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│ │ • Metrics │ │ │ │ │ │
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│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
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│ │ │ │ │
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│ └────────────────┼────────────────┘ │
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│ │ │
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│ ┌──────┴──────┐ │
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│ │ CONFIDENCE │ │
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│ │ SYSTEM │ │
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│ │ │ │
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│ │ • Source │ │
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│ │ • History │ │
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│ │ • Trust │ │
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│ └──────┬──────┘ │
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│ │ │
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│ ┌──────┴──────┐ │
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│ │ CONTINUOUS │ │
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│ │REALITY CHECK│ │
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│ │ │ │
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│ │ • Intended │ │
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│ │ • Actual │ │
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│ │ • Observed │ │
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│ └─────────────┘ │
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└──────────────────────┬──────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────┐
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│ KNOWLEDGE GRAPH │
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│ │
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│ Noder: │
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│ • Services (Auth, Wallet, Mission, KYC) │
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│ • APIs (endpoints, contracts) │
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│ • Databases (tables, columns, constraints) │
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│ • Business Processes (Onboarding, Mission Flow) │
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│ • Infrastructure (EC2, S3, Lambda, RDS) │
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│ • Risks (Stripe down, DB failure, KYC fraud) │
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│ • Domains (users, missions, claims, submissions) │
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│ │
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│ Kanter (med confidence, source, history): │
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│ • Service → calls → API │
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│ • API → uses → Database Table │
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│ • Process → depends_on → Service │
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│ • Risk → threatens → Component │
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│ │
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│ Metadata per nod: │
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│ • Why? (business justification) │
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│ • When? (creation date, commits) │
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│ • Who? (owner, team) │
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│ • How? (implementation details) │
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└─────────────────────────────────────────────────────────────┘
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```
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---
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## Implementation Roadmap
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### Fas 1: Foundation (NU - 2 veckor)
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- [x] Kunskapsgraf med confidence
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- [x] Graph engine (impact, failure, blast)
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- [x] PR analyzer
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- [x] Auto-updater (Git, AST, DB)
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- [ ] Git webhook integration
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- [ ] AST parser för Rust/TypeScript
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- [ ] Database schema scanner
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### Fas 2: Intelligence (2-4 veckor)
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- [ ] Plan generator
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- [ ] Risk assessment engine
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- [ ] Architecture compliance checker
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- [ ] Conflict detection
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- [ ] "Why?" metadata tracking
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- [ ] ADR (Architecture Decision Records) integration
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### Fas 3: Autonomy (1-2 månader)
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- [ ] Specialized agents (Code, Test, Doc, Ops, Sec)
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- [ ] Agent coordination protocol
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- [ ] Self-healing capabilities
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- [ ] Automatic rollback
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- [ ] Predictive alerting
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### Fas 4: Ecosystem (3-6 månader)
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- [ ] Dashboard for humans
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- [ ] API for external tools
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- [ ] Multi-system federation
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- [ ] Marketplace for agents
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---
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## Konkreta Användningsfall
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### Use Case 1: "Lägg till Apple Pay"
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```
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Input: "Lägg till Apple Pay som betalningsmetod"
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SIL Analysis:
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Påverkade komponenter:
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- Wallet Service (ny endpoint)
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- Auth Service (ny consent)
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- Database (ny tabell/kolumn)
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- Stripe (ny integration)
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Affärsprocesser:
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- Zoomer Onboarding (nytt steg)
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- Payout Flow (ny betalningsmetod)
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Risker:
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- PCI DSS compliance (high)
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- Apple Pay certificate expiry (medium)
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Tester:
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- Unit: ApplePayService
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- Integration: Wallet + Apple Pay
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- E2E: Full betalningsflöde
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- Security: PCI compliance scan
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Plan:
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1. Database migration
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2. Wallet Service (feature flag: apple_pay)
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3. Auth Service (ny consent)
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4. Frontend (ny UI)
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5. Integrationstester
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6. Canary deployment (5%)
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7. Full rollout
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Rollback:
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- Feature flag off
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- Database rollback script
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```
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### Use Case 2: "Stripe är nere"
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```
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Input: Alert: Stripe API 500 errors
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SIL Analysis:
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Impact:
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- Payout Service (down)
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- Wallet Service (degraded)
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- Zoomer Onboarding (blocked)
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Business Impact:
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- Zoomers kan inte få betalt
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- Kunder kan inte köpa credits
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- ~$X/minute i förlorad intäkt
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Automated Response:
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1. Skicka alert till OpsAgent
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2. Aktivera fallback: manuell payout queue
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3. Uppdatera status page
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4. Notifiera affected users
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5. Skapa incident record
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Recovery:
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1. Monitor Stripe status
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2. När Stripe uppe: processa queue
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3. Verifiera alla payouts
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4. Uppdatera grafen
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```
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### Use Case 3: "Refactor Auth Service"
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```
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Input: PR #123 "Refactor Auth Service to use OAuth2"
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SIL PR Analysis:
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Changed Components:
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- Auth Service (refactored)
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Impact Assessment:
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Direct:
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- Auth Service endpoints
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- JWT token format
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Indirect:
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- All services (auth middleware)
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- Frontend (login flow)
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- Mobile apps (token refresh)
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Breaking Changes:
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- JWT format change (affects all clients)
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- Session handling (affects active users)
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Required Actions:
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1. Update all service middleware
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2. Update frontend auth logic
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3. Migration: existing sessions
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4. Coordinate mobile app release
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Tests:
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- Unit: Auth Service (100% coverage)
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- Integration: All service-to-service calls
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- E2E: Full user flows
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- Load: Token validation performance
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Deployment:
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- Blue-green deployment
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- Session migration
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- Rollback: instant (keep old service running)
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```
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---
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## Teknisk Stack
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### Core
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- **Knowledge Graph**: JSON/GraphQL/Neo4j
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- **Reasoning Engine**: Node.js/TypeScript
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- **Observer**: Rust (performance) + Node.js (integration)
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- **Storage**: PostgreSQL (metadata) + S3 (artifacts)
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### Integration
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- **Git**: Webhooks + polling
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- **CI/CD**: GitHub Actions / AWS CodePipeline
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- **Monitoring**: Prometheus + Grafana
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- **Alerting**: PagerDuty + Slack
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### AI
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- **Primary**: moonshot/kimi-k2.6 (via OpenClaw)
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- **Backup**: Claude (complex reasoning)
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- **Embedding**: Local (sentence-transformers)
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- **Vector DB**: pgvector / Pinecone
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---
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## Framgångsmått
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| Mått | Nu | 6 månader |
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|------|-----|-----------|
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| Graf coverage | 60% | 95% |
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| Auto-updated nodes | 20% | 80% |
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| PR analysis time | 30 min | 30 sek |
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| Incident response | Manual | 70% automated |
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| Agent autonomy | Low | High |
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| System understanding | Document-based | Model-based |
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---
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## Risker och Mitigation
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| Risk | Sannolikhet | Impact | Mitigation |
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|------|-------------|--------|------------|
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| Graf blir inaktuell | Medium | High | Auto-update + reality check |
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| Felaktiga slutsatser | Low | High | Confidence system + human review |
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| Prestanda | Medium | Medium | Caching + incremental updates |
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| Adoption | Medium | High | Start with PR analysis |
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---
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*SIL Vision v0.1*
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*Författare: Bernt (AI-agent) med vägledning från Erik Svensson*
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*Datum: 2026-06-30*
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