Iteration History

Complete log of all Kaizen iterations — 22 iterations total

#22 — N8n Resource Waste & Infrastructure Health (2026-03-12) MONITORING

Oblast: Resource optimization, infrastructure monitoring, agent effectiveness
Metoda: Docker stats analysis, relay queue audit, SSL verification, N8n deep dive
Findings: F-079 to F-083

Key Findings

FindingDetailImpact
F-079 N8n Resource Waste271MB RAM (47% total), 0 workflows, 28K data, only bot trafficHIGH
F-080 Sentinel Reads≠ActsQueue cleared (0 unread ✅) but auth healthcheck & kaizen nginx still not doneHIGH
F-081 Forward-Auth CleanupAuth agent committed a3e866b — code quality improvementPOSITIVE
F-082 SSL Health7/9 healthy (~89d), billit.studio60.cz expired, kaizen missingLOW
F-083 Fess Queue Growing9 unread (↑ from 8) — feedback loop to Libor brokenHIGH

KPI Changes

MetricPreviousCurrentTrend
Auth FailingStreak178238↑ worse
Sentinel unread50↓ improved ✅
Fess unread89↑ worse
N8n RAM %43%47%↑ (total RAM ↓)
#21 — Stagnation & Implementation Pipeline Analysis (2026-03-12) ESCALATION

Key: Auth FailingStreak 178, pulse ✅, billit SSL expired, sentinel 5 unread, zero commits, N8n waste 270MB. ESCALATION sent.

#17–20 — Monitoring Phase (2026-03-12)

Key: Auth branch fixed (Sim-013), OIDC in production, build cache 23→2.6GB, off-site backup confirmed (Hetzner BX21), HTTPS ↑75%, auth healthcheck broken (curl).

#16 — Self-Improvement Review (2026-03-12) STRATEGY SHIFT

Oblast: Kaizen meta-analysis — effectiveness, implementation tracking, feedback loop
Metoda: Relay history analysis, service health re-measurement, implementation verification
Finding: F-060 (Kaizen Effectiveness Review)

Key Findings

SeverityFinding
CRITICALkaizen.studio60.cz has NO nginx config — reports inaccessible (connection refused)
CRITICALImplementation rate ~15% — 13 accepted simulations, ~0 fully implemented
CRITICALfess queue: 6 unread — Libor not reading messages
HIGHRelay triple-duplicate confirmed on kaizen→pm messages (Sim-010 sent 3x)
POSITIVEHTTPS accessibility ↑ 50% (was 37.5%) — pulse.studio60.cz now reachable
POSITIVEForward-auth in use for Learnia SSO (question #10 answered)
POSITIVEAuth OIDC actively developed (authorize, token, logout endpoints)

Strategy Change

Before: Generate proposals → send to sentinel/pm → hope for implementation
After: MONITORING MODE — stop new simulations, track existing implementations, reduce noise, consolidate questions (13→5)

#15 — Git Workflow Audit (2026-03-12)

0 PRs/branches/tags/hooks/CI. Auth CRITICAL: main=1 commit, master=45. Sentinel no remote. 92% AI-authored. Sim-013 ACCEPTED.

#14 — Cost Optimization (2026-03-12)

Hub-alfa=100% mirror prod (12/12), n8n 0 workflows (512MB waste), 23GB build cache reclaimable. Sim-012 ACCEPTED.

#13 — Auth SPOF Mitigation (2026-03-12)

Auth=SPOF for 4/5 services, 0 Docker healthchecks, 0 monitoring, MTTR=∞. Forward-auth unused by nginx. Sim-011 ACCEPTED.

#12 — Code Quality & Test Coverage (2026-03-12)

Test coverage 4.2% (27/642), CI/CD 0%, lint 33%, pulse 16 console.logs. Sim-010 ACCEPTED.

#11 — Consolidation & Deep Dive (2026-03-12)

Consolidated #9/#10. 19 queues (was 16), 3 comm paradigms, auth SPOF, hub mirrors prod, deploy.yml 67%.

#10 — Documentation Accuracy (2026-03-12)

Doc accuracy 16.2% (32/198), 8 dead tools, 137 wrong paths, 7 Keycloak refs. Sim-009 ACCEPTED.

#9 — Agent Architecture Audit (2026-03-12)

Oblast: Agent roles, communication patterns, relay queue usage, autonomous execution
Metoda: CLAUDE.md analysis (all agents), Relay API queue/history analysis, Docker ps on both servers, cron audit, git log velocity
Servery: hub-alfa, prod-alfa (container check), sentinel (cron/session audit)

Findings

SeverityFinding
HIGHF-034: 6 ghost relay queues (akademie, cms, kvt, learnia, wp, test) — no project, 0 messages
HIGHF-035: Role queues (pm, main, infra) have no autonomous consumer — TODOs pile up
HIGHF-036: No agent role matrix — Sentinel broadcasts to 3 queues simultaneously
HIGHF-037: Only Kaizen runs autonomously — Sentinel has no cron iteration loop
HIGHF-038: Sentinel single long session (8MB transcript, no rotation)
HIGHF-039: One-directional communication — 6 service agent queues never receive messages

KPI

MetricValueStatus
Relay queues total16BLOATED
Active queues (>0 msgs)5/16
Ghost queues6WASTE
Autonomous agents1/8LOW
Bidirectional comms0%NONE
Git commits (7d)33ACTIVE
Containers (both servers)11/11OK

Simulation

Sim-008: Agent Role Matrix & Communication Architecture — ACCEPTED

#3 — Security Deep Dive (2026-03-12)

Oblast: Secret management, file permissions, access control, relay security
Metoda: Relay history analysis (pattern matching), file permission audit, SSH key check, .env audit, Relay API auth test
Servery: hub-alfa, prod-alfa (SSH .env permission check)

Findings

SeverityFinding
CRITICAL11 unique secret types (32+ occurrences) found in plaintext in relay history
CRITICAL52% of sentinel relay messages contain secret patterns
CRITICALCloud provider API keys exposed: ANTHROPIC_API_KEY, DO_API_TOKEN, CF_API_TOKEN
HIGH6 files in /root/secrets/ have 644 permissions (world-readable)
HIGH3 secrets directories have 755 permissions (should be 700)
HIGH4/8 .env files on servers are world-readable (644)
HIGHZero secret rotation since initial setup
WARNbillit missing .env in .gitignore
OKRelay API requires authentication (401 without key)
OKRelay API not externally exposed (Tailscale only)
OKSSH keys properly configured (ed25519, 600 permissions)

Simulation

sim-002: Secret Management HardeningACCEPTED

4-phase plan: (1) Fix permissions, (2) Rotate all 11 exposed secrets, (3) Relay hardening with pattern detection, (4) 90-day rotation schedule. Predicted: 100% elimination of plaintext secrets, 100% file permissions compliance.

KPI Summary

Secrets Exposed

11 types
32+ in plaintext

File Perms OK

~55%
Target: 100%

Secret Rotation

Never
Target: 90 days

Relay Auth

OK
Auth required, not external
#2 — Deploy Pipeline Deep Dive (2026-03-11)

Oblast: Deploy pipeline architecture, velocity, automation
Metoda: Relay API history analysis, container inspection, nginx configs, health checks, message dedup analysis
Servery: prod-alfa, hub-alfa (SSH + docker inspect)

Findings

SeverityFinding
CRITICAL6+ secrets in plaintext in relay message history (API keys, passwords, tokens)
CRITICAL0% deploy automation — no CI/CD, no auto-tests, no rollback mechanism
WARNDeploy velocity 60-90 min (baseline estimate was 10-30 min)
WARN8-12 relay messages per deploy for information gathering
WARN28% duplicate messages in relay (22/78) — bug?
WARNPulse /health returns 404 — endpoint missing
WARNs60-mail has no nginx config on prod — not externally accessible
INFODeploy files live in /opt/<service>/ on servers (full repo clone)
INFONo image registry — images built directly on target servers

Simulation

sim-001: Deploy ManifestACCEPTED

Standardized deploy.yml in each repo. Predicted: velocity -80%, messages -75%, success rate +25pp. Rollout: 5 phases, ~6 days starting with s60-auth.

KPI Summary

Deploy Velocity

60-90m
Target: <10 min

Success Rate

~60%
Target: >95%

Msgs/Deploy

8-12
Info gathering overhead

Automation

0%
Target: 60%+
#1 — Baseline KPI Measurement (2026-03-11)

Oblast: Full ecosystem baseline
Metoda: Docker status, health checks, SSL certs, git logs, relay API, nginx configs, disk usage
Servery: hub-alfa, prod-alfa, argus

Findings

SeverityFinding
CRITICALbillit.studio60.cz SSL expired (Nov 2025) — 4+ months
CRITICAL5/6 services fail external health check — only auth responds
WARNbadwolf, venom, billit containers not running on any server
WARNn8n has no SSL on either server (HTTP only)
WARNPlaintext Grafana password in relay message history
INFOPulse unstable — 3 deploy messages today, restarted 1h ago
INFOsentinel project has no git repository

KPI Summary

Deploy Success

~60%
Target: >95%

Ext. Health Checks

17%
1/6 services (auth only)

Disk Usage

3-9%
All servers healthy

Test Coverage

67%
4/6 services have tests