NexHam — Team Claude AI Architecture

Human Director

Darren Hamilton

Strategy · Priorities · Final Authority

AI Session Team — Runs in Parallel

🧠

Co C

Chief of Staff · M2 Mac Mini

Marketing execution, strategy, email monitoring, research, client projects, knowledge base. Directs Managed Agent Workers.

Email Social Media CRM Canva Scheduling Agent Director

⚙️

Dev C

Product Engineering · M4 Mac Mini

Owns all product code and deployments. Builds features, fixes bugs, manages releases. Technical oversight.

Git / GitHub Docker Database API Testing CI/CD

🛠️

Ops C

Infrastructure & QA · M1 MacBook Pro

Container operations, system monitoring, infrastructure changes, QA test execution. Keeps everything running.

Docker Monitoring Playwright Shell Networking

Managed Agent Workers — Spawned by Co C

☁️ Anthropic API Cloud · Managed Sessions · Runs Autonomously

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Social Posting Agent

Daily 5:55am CT · cron + Co C

Audits the next 48h of scheduled posts across all platforms. Catches character overruns, broken images, and brand violations. Reports findings to Co C.

Zernio API Quality Gates Auto-Fix Reports to Co C

✍️

Blog Publishing Agent

Weekly Sun 10pm CT · on-demand

Validates staged blog drafts against 11 quality gates — frontmatter, SEO, brand voice, link health. Approved posts are pushed to GitHub automatically.

11 Quality Gates Jekyll / GitHub Auto-Publishes Reports to Co C

Coordination Layer

Inter-Claude Messaging System

Async message passing · Priority routing · Cross-session task handoff

normal → high → urgent → 📱 push alert

Task Execution & Shared Memory

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Task Runner · Spawned on Demand

Stateless executor. Spawned by Dev C or Ops C for discrete tasks — runs scripts, tests, migrations, builds.

No persistent state Spawned per task

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Knowledge Base

Persistent docs, decisions, playbooks, SOPs. Searchable. Every session reads and writes.

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Episodic Memory

Semantic long-term memory. Stores cross-session learnings, client context, key decisions.

🔌

External Integrations

Stripe, Cloudflare, Home Assistant, social platforms, DNS, analytics, e-commerce.

Real-World Case Study

Building & Launching TrackMe+

One person. Three AI sessions running in parallel — plus autonomous Managed Agents working around the clock.

👤 Darren sets direction

"Build a free health tracking app — medications, peptides, labs, blood pressure, weight. Ship it."

One directive. Three sessions execute in parallel. Managed Agents handle ongoing operations. No waiting.

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🧠 Co C — Marketing & Strategy

Market research — competitive landscape, positioning, who needs this app and why

Brand & messaging — landing page copy, taglines, feature descriptions written before launch

Social pipeline built — 4 weeks of content scheduled, platform accounts configured

Blog & SEO — 28-post runway written targeting health tracking keywords

Directs Managed Agents — deploys, monitors, and acts on reports from autonomous agent workers

⚙️ Dev C — Product Engineering

Architecture designed — Node.js API, PostgreSQL, React frontend, Docker containers

Core features built — medication tracking, dose calculator, lab results, BP log, weight tracking

Database schema — designed and migrated. Zero data loss across all releases

Continuous releases — DEV to QA to PROD pipeline with versioned deployments

Spawns CC on demand for test runs, migrations, and build scripts

🛠️ Ops C — Infrastructure & QA

Docker stack built — DEV and PROD containers, reverse proxy, SSL, automated restarts

Monitoring live — UptimeRobot alerts, container health checks, error log watchers

QA test suite — 200+ Playwright tests covering all critical user flows

Release gating — no PROD deploy without QA green light from Ops C

Backup strategy — NAS snapshots, HyperBackup, disaster recovery runbooks written

☁️ Managed Agent Workers — Running 24/7 on Anthropic Cloud

📲 Social Posting Agent — Daily 5:55am CT

Every morning, an autonomous cloud agent reviews the next 48 hours of scheduled posts across all platforms. It catches truncated copy, image failures, and brand violations — and fixes or flags them before publish time. Co C acts on the report.

✍️ Blog Publishing Agent — Weekly + On-Demand

Staged blog drafts are automatically validated against 11 quality gates — word count, SEO, frontmatter, brand voice, broken links. Posts that pass are committed to GitHub and go live with zero human involvement. Failures are reported to Co C with specific fix guidance.

📨 Inter-Claude Messaging — How They Coordinated

Dev C → Ops C "v3.2.0 ready for QA. DB migration included — run on DEV first. Full diff in HANDOFF.md."

Ops C → Dev C "QA cleared. 3 minor UI issues logged. PROD deploy green — your call."

Social Agent → Co C "5 posts reviewed. 1 flagged: Twitter copy truncated mid-sentence. LinkedIn version clean. Recommend splitting before 7:30am."

Co C → Dev C "User reported bug: lab results not saving on iOS Safari. Flagging HIGH priority."

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Live Product

Full-featured health tracking app in production, monitored 24/7

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Marketing Pipeline

Weeks of social content, blog posts, and campaigns running autonomously

🛡️

Ops Coverage

Monitoring, backups, QA gates, and release process — all documented and running

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Agents Running

Managed Agents audit posts and publish blog content — zero human involvement needed

👤

One Human

Darren directed strategy. The AI team executed — in parallel, around the clock

This is what NexHam builds for your business.

A custom Team Claude system — configured for your tools, your workflows, your team. You direct. The AI executes.
nexhamcorp.com