Resources
Checklists, playbooks, and articles to support your technical decisions—from AI agents to compliance.
Automation & Workflow
Planning tools and checklists for workflow automation.
Automation Opportunity Audit Checklist
Identify automation opportunities in your workflows and estimate ROI.
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n8n Governance Playbook
Best practices for setting up and managing n8n workflows in production.
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E-Rechnung Readiness Checklist
Prepare your business for E-Rechnung compliance in Germany.
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Accelerator & Fundraising
Resources for founders preparing for accelerator programs, investor due diligence, and fundraising.
Deep Tech Readiness Assessment
A 35-point checklist covering system architecture, hardware/embedded, security, testing, CI/CD, monitoring, and compliance. Built for deep tech founders preparing for technical due diligence or accelerator applications.
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Deep Tech Investment Readiness Checklist
What investors and accelerators evaluate in your technical stack. Covers IP strategy, architecture maturity, regulatory readiness, team capabilities, and manufacturing readiness.
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Technical Advisory
Deep dives on agentic AI, hardware startups, robotics, and compliance.
I Ran Karpathy's Autoresearch on a $1,299 MacBook — Here's What Happened →
AI/ML · 12 min read
Head-to-head MLX vs PyTorch MPS comparison of Karpathy's autoresearch on an M2 MacBook Pro 16GB. Inc...
The Agent Harness Inflection Point: What's Actually Feasible, What's Coming, and How to Adapt →
AI/ML · 18 min read
The honest data on where AI agents work, where they fail, and why engineering discipline matters mor...
How I Built a Cross-Tool Memory and Skill System for AI-Assisted Development →
AI/ML · 10 min read
A practical guide to sharing memory, skills, and rules across multiple AI coding tools using MCP kno...
Claude Code Skills: How to Set Them Up and Use Them →
AI/ML · 10 min read
Learn how to create and use Claude Code skills: folder structure, YAML frontmatter, progressive disc...