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.

The VLM That Scored a Collapsing Robot 62/100 →

AI/ML · 16 min read

After metrics kept missing degenerate gaits and LLM-iterated rewards hit the survival cliff, we trie...

When LLMs Iterate on Rewards: A Negative Result From Humanoid Locomotion →

AI/ML · 15 min read

We ran NVIDIA's Eureka methodology — an LLM iteratively proposing reward functions for an RL agent —...

Five Ways a Humanoid Cheats at Walking →

AI/ML · 17 min read

Pure RL, physics priors, single-image poses, adversarial structural rewards, LLM-iterated rewards — ...

Two Poses Are Enough: How Much Mocap Data Does a Humanoid Need to Walk? →

AI/ML · 14 min read

We ablated mocap reference data for a humanoid walker from 50 frames down to 2 poses. The minimal ve...