Featured · Vibe Coding
Taking an AI-Built Prototype to Production
Your AI-built prototype works and users are arriving. What to add before it holds real data: tests, CI/CD, environments, monitoring, backups, cost limits.
5 min read
Insights
Practical guides on AI security, vibe coding, automation, governance and engineering, from senior engineers.
AI Governance
How to Write a Company AI Use Policy
A practical structure for an AI acceptable-use policy that staff will read: approved tools, data rules, review duties, disclosure and new-tool requests.
5 min read
AI Security
How to Secure AI Agents That Can Use Tools
AI agents that call tools can take real actions. How to scope their permissions, contain prompt injection and test an agent before it touches production.
6 min read
AI Engineering
When Does a Company Need a Fractional AI CTO?
What a fractional AI CTO does, the signs you need one, how it compares with hiring or consultants, and how to set up the engagement so it delivers.
5 min read
AI Automation
Which Business Processes to Automate First with AI
How to choose your first AI automations: a simple scoring method, the processes that usually pay off, the ones to avoid, and how to run a small pilot.
4 min read
AI Engineering
RAG vs Fine-Tuning: How to Choose
When retrieval-augmented generation is the right approach, when fine-tuning earns its cost, and why most business AI features should start with neither.
6 min read
AI Governance
EU AI Act: What SMBs Actually Need to Know
A practical guide to the EU AI Act for small and mid-sized companies: which rules apply to you, what to do first, and what you can safely deprioritize.
6 min read
AI Security
Prompt Injection Explained for Product Teams
What prompt injection is, why it can't be solved with better prompts alone, and the design decisions that limit the damage in your AI features.
7 min read
Vibe Coding
10 Security Mistakes in Apps Built with AI Tools
The security gaps we see most often in apps built with Cursor, Lovable, Bolt and Replit, and how to check your own app for each one.
6 min read
AI Automation
Why AI Automations Break (and How to Keep Them Running)
Most AI automations fail quietly months after launch. The five reasons we see most often, and the operating habits that keep automations reliable.
6 min read
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