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Training & Education

Training & Technical Education

We teach what we build. When your team learns multi-agent systems, they work with TinyCrew and IronCrew — our own frameworks. When they learn RAG, they use CogniGraph. When they practice customer conversations, TrueCoach provides AI personas that behave like real people. 30+ years of building software, 10+ years of teaching it.

TrueCoach — AI Training Simulations

Our in-house platform replaces human role-players with AI personas that behave like real professionals.

How It Works

TrueCoach uses PersonaForge's Behavioral DNA Architecture to create training personas from real interview data. Trainees practice against AI that responds with the unpredictability and emotional range of actual people — not scripted chatbots with predictable paths.

Training Scenarios

  • Sales conversations with realistic customer personas
  • Healthcare professional consultations
  • Customer service escalation handling
  • Interview preparation and practice
  • Leadership and difficult conversation training

Why It Scales

  • Available 24/7 — no scheduling human role-players
  • Consistent difficulty across all trainees
  • Adaptive difficulty based on trainee performance
  • Competency scoring and certification tracking
  • LMS and CRM integration

What We Teach

Hands-on tracks with agreed prerequisites, exercises and practical learning outcomes. Participants should leave able to build, evaluate and explain the system they worked on.

AI & Multi-Agent Systems

  • LLM tools and structured outputs, with evaluation and failure cases
  • Agent workflows using established IronFlow, IronCrew and TinyCrew tools
  • RAG retrieval, source support and insufficient-evidence handling
  • Reviewed agent instructions, MCP tools and application permissions
  • Nova showcase and NLUI research labs for voice, avatars and interactive UI

Software Development

  • React 19 with server components and SSR
  • Bun and Node.js backend development
  • Rust for systems programming and CLI tools
  • API design — REST, GraphQL, tRPC
  • TypeScript best practices for teams

DevOps & Cloud

  • CI/CD with GitHub Actions and Docker
  • Cloudflare Workers and edge deployment
  • Kubernetes and container orchestration
  • Infrastructure as Code with Terraform
  • IronFlow for workflow automation

IoT & Embedded

  • ESP32/ESP8266 development with ESP-IDF
  • MicroPython for rapid prototyping
  • Sensor networks and communication protocols
  • Cloud integration for IoT data pipelines
  • Cold chain monitoring systems

How We Deliver

Multiple formats — all hands-on, all taught by someone who writes production code daily.

Workshops & Bootcamps

Focused workshops or intensive bootcamps, delivered on-site, remotely or in hybrid form. We agree the audience, prerequisites, dataset and target artifact before delivery. Each track includes hands-on exercises, review criteria and reference materials; this is practical training rather than a promise of third-party certification.

Startup Mentorship

Technology stack selection, architecture review, MVP strategy, team building guidance, technical due diligence preparation. Ongoing engagement with weekly office hours or 1-on-1 sessions.

Example Learning Labs

Optional exercises selected for the audience and data permissions; showcase and research work stays clearly identified.

Nova & NLUI

Showcase & Research — Interaction Labs

Nova is a conversational-avatar showcase using ElevenLabs and HeyGen LiveAvatar. NLUI is research into application-owned charts, tables, forms and confirmed actions. Labs explore integration and control boundaries; they do not present either example as a production-qualified training platform.

Ready to upskill your team?

Contact us to discuss training programs taught by someone who builds the tools your team will learn — not by someone who read the documentation last week.

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