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How to Use AI & Agentic Workflows
Learn how to give AI the context, constraints, tools, and review process it needs to produce reliable, high-quality development work.
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What you'll learn
What You'll Learn
Learn how to give AI the context, constraints, tools, and review process it needs to produce reliable, high-quality development work.
How to set up Context-first AI development workflows
How to avoid session hygiene pitfalls and context dilution
How to follow the 6-step agent workflow: Plan -> Review -> Justify -> Implement -> Document -> E2E Test
How to configure MCP connectors and lean skills (~5 per project)
How to deploy multi-agent orchestration and PR-review agents
How to run headless CLI automation with safety guardrails
Security best practices: SSH keys, test servers, and CI/CD gates
Your Instructor
Mārcis Motcats
AI & Agentic Workflows SpecialistMārcis specializes in building AI-assisted software architectures, agentic development pipelines, and automated multi-agent orchestration. He helps development teams and digital businesses integrate AI tools securely to eliminate QA back-and-forth and scale operations.