Insights
Blog
Only methods we have tested in real work, published as first-hand information.
AI implementation, agent development, and the reality of going in-house.
90% of AI Agent Development Is Manual Testing — What Chip Design Taught Me About Automating the Un-automatable
I spent a year building AI agents and discovered 90% of my time went to manual testing. Here's how semiconductor verification principles helped me automate it — and why the real skill isn't writing code, it's designing verifiable architectures.
From Fear to Firepower: How to Replace Your Payment Stack with Stripe — Without Downtime, Without Data Loss
Stripe migration doesn't have to be terrifying. With the right architecture and a phased rollout, you can modernize your payment stack risk-free.
Claude Code Makes Consultants and SIs Obsolete: The Reality of In-House Development in 2026
Requirements, architecture, implementation, testing — all done with Claude Code. The economics of in-house development have permanently changed.
When AI Replaces Accounting: freee-mcp and the End of Manual Bookkeeping
Journal entries, invoices, expense approvals — all handed off to AI. freee-mcp rewrites back-office work from the ground up.
Let AI Run Your Servers: The Economics of Hermes Agent and Ops-Free Infrastructure
A $5/month VPS running an AI agent erases $100K/year in server operations costs. The economics of Hermes Agent.
Anthropic's Certification Program Launches: How "Individual-Owned" Credentials Open the Door for Early Movers
Certifications belong to individuals, not firms. The Anthropic Partner Academy is opening a new chapter for AI consultants.
Introducing the RAW to DNG Converter
Files never leave your device. Convert CR3, NEF, ARW and other camera RAWs to DNG, entirely in your browser.
3 Steps to Improve Operational Efficiency with AI
Map the workflow, build a small production-facing prototype, and operate it with clear KPIs. A practical approach for successful AI adoption.
How We Run Hands-On AI & IT Consulting Engagements
End-to-end support from strategy and prototyping to implementation and operations. AI development and IT consulting for practical business progress.
Making Brand Stories Visible Through Photography
Start with who the brand needs to reach and what it needs to communicate. We support photography from direction through retouching.
Want to Apply This to Your Business?
Everything published here has been tested in real work. If you are considering applying these methods in your organization, tell us where you stand in a free consultation.
Book a free consultation