A working
notebook
for an AI-shaped
decade.
Not a portfolio. A working space. I write down what I'm building, what's breaking, and what I'm learning, before I forget it.
01 — ABOUT
About
I'm Henry, an IT engineer spending most evenings on AI experiments and many weekends flying FPV. This site is where those three things meet, in writing.
- Experience
- 10 years IT
- Base
- Bergen, Norway
- Running
- 6 systems
- Field notes
- 10 entries
- FPV
- Since 2018
02 — AI / MAIN
What I'm actually building.
all systems →
01
Multi-agent AI organisationA production multi-agent system running research, code review, content, bots, and monitoring on local infrastructure.HermesOllamaPythonRTX 5090
read →
02
Hermes operator stackThe current control surface for site checks, repo inspection, a read-only review lane, browser verification, memory, and production follow-through.HermesMadsHindsightVerification
read →
03
Claude Design workflowRepo-grounded frontend generation with no-apply-by-default safety, static verification, scorecards, and manual winner bundles. Generation creates artifacts. Operators decide what ships.Claude CodeScorecardsStatic verificationNo-apply
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04
Hindsight local memoryPersistent memory routed through a local OpenAI-compatible Ollama endpoint. Built around durable facts rather than dumping every session into prompts.HindsightOllamaLocal embeddings
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05
Agent run rubricsA small review layer for Hermes and Mads. It checks whether agent work is grounded in artifacts, verified by hard gates, and safe to act on.HermesMadsRubricsVerification
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CLAUDEHERMESLOCAL AGENTSEVALSTOOLINGAUTOMATIONRAGHINDSIGHTLLM OPS
03 — FPV / ATMOSPHERE
5" FREESTYLE · POSTER FIRST
LOOP DISABLED ON REDUCED-MOTION
LOOP DISABLED ON REDUCED-MOTION
What I do when I'm offline.
FPV is the visual layer of this site. Most of the footage you'll see is mine.
RECENT FLIGHTS · SOCIAL CUTS
04 — NOTES
From the lab.
AIVERIFICATION41 of 41 tests passed. Three of them were failing.Four checks in two days that could not have reported a problem even when the problem was there. One habit behind all of them, and the question I ask now before calling anything verified.read →
AIFABLE 562 agents, millions of tokens, one sessionI tested Claude Fable 5 by throwing a full site review at it with permission to use as many agents as it needed. 52 verified findings. Deployed to production before the session ended.read →
AIOPSWhat the operator stack actually does nowA field note on what changed after moving more daily work through Hermes: control surfaces, verification, memory, and the parts that still feel too manual.read →
AIPRODUCTA safer lane for AI code triageA ClawSweeper-inspired operator ledger for local evidence, explicit proposals, stable hashes, and a human apply boundary.read →
OPSGAME SERVERAI ops on an early-access game serverA Windrose server went live on a Windows 11 VM the same hour a friend asked, then stabilised with AI-assisted operations around it.read →
AIHERMESThe operator control planePrimary local system for delegation, verification, memory, cron, alerts, and model routing: the part around the model that makes the work usable.read →
05 — IT / BACKGROUND
The quiet layer underneath.
Ten years in IT infrastructure is why the AI work above stays pragmatic.
~/m365-adminExchange · Teams · Security policy
~/azure-adminEntra ID · access · cloud services
~/endpointIntune · Autopilot · Jamf
~/automationPowerShell · Python · Ansible
~/monitoringZabbix · Azure Monitor · alerts
~/virtualisationVMware · patching · server builds
~/networkingVLANs · VPN · routing
~/identityAD · GPO · SSO
~/service-opsServiceNow · Jira · Confluence
06 — /NOW · SEPT 2026
Now
Hermes as the primary local AI control plane, with safer handoffs to code and design workers.
Agent patterns, evaluation notes, and the parts of AI tooling that survive contact with real work.
FPV clips that can become atmosphere here without making the homepage heavy or distracting.
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