AI systems · selected work

Practical AI operations, designed to stay reviewable.

Four public-safe, evidence-bounded briefs.

01 · Personal operating environment

Multi-Machine AI Operations Lab

Purpose
Coordinate approved technical work across macOS and Linux.
Anthony's role
Designs, operates, documents, and recovers the workflows.
Safeguards & maturity
Human gates, isolation, logs, backups; actively operated.
Public evidence & status
Résumé-backed project; topology remains private.

Deterministic flow

  1. 01Request
  2. 02Isolate
  3. 03Approve
  4. 04Record / recover

Text alternative: request, isolate execution, approve, record, then recover or back up.

Tools and implementation details

Python, Docker, Tailscale, SSH, GitHub, Postgres or Supabase, and n8n support bounded workflows. Private nodes, routes, and logs are not published.

02 · Upstream deployment & operations

Hermes/OpenClaw Deployment & Operations

Purpose
Run agent workflows with review and recovery boundaries.
Anthony's role
Configuration, integration, operation, controls, and recovery.
Safeguards & maturity
Bounded access, approval gates, logs; actively operated.
Public evidence & status
Upstream software is public; operations evidence is first-party.

Deterministic flow

  1. 01Track
  2. 02Route
  3. 03Review
  4. 04Recover

Text alternative: track a request, route it to a task-specific agent, isolate execution, review, then complete or recover.

Tools and implementation details

Hermes Agent is maintained by Nous Research. Anthony deploys and operates the upstream software; he does not claim authorship.

Nous Research upstream project

03 · Public macOS preview

Agent Master Key

Purpose
Make agent access scoped, revocable, and reviewable.
Anthony's role
Builds and tests the local-first policy layer.
Safeguards & maturity
Least privilege, approval, audit, revocation; active development.
Public evidence & status
Public macOS preview, actively built and tested.

Deterministic flow

  1. 01Scope
  2. 02Approve
  3. 03Audit
  4. 04Revoke

Text alternative: define a role scope, minimize access, obtain approval, audit the operation, then revoke access.

Tools and implementation details

Local-first access management connects role scopes, operator review, auditable changes, and explicit revocation.

Agent Master Key public preview

04 · Public technical publication

The AMA Hub

Purpose
Explain AI and technology for practical readers.
Anthony's role
Runs research, editorial review, publishing, and correction.
Safeguards & maturity
Source review, attribution, approval; active publication.
Public evidence & status
Live publication; no audience or performance claims.

Deterministic flow

  1. 01Research
  2. 02Review
  3. 03Publish
  4. 04Correct

Text alternative: research, review sources, obtain human approval, publish, then correct or refine.

Tools and implementation details

Editorial systems, technical research, SEO, analytics, and publishing automation support the workflow.

Portfolio overview · Visit the active publication

Need an operator with workflow controls?