Latest writing on Hyperlambda

AI Agents on Your Own Database, MCP Servers, 100% Open Source

Step-by-step tutorials, feature matrices against Supabase, Firebase, n8n and Lovable, and the measured receipts behind every claim.

What Is Hyperlambda and How Does It Work

What is Hyperlambda? A practical introduction to its node-based execution model, slots and lambda expressions, and why it suits AI-generated backends.

How I use whitelist to execute partially untrusted Hyperlambda safely

Hyperlambda whitelist tutorial: restrict the vocabulary, isolate scope and safely execute partially untrusted code, with minimal and realistic examples.

Engineering a Custom LLM for Hyperlambda

Fine-tuning an LLM for Hyperlambda: how token-volume imbalance caused catastrophic forgetting, and the curriculum-learning fix that solved it.

You Wouldn't Let Criminals Control Your Pacemaker

AI agent security starts with RBAC: why an agent must inherit explicit, runtime-enforced permissions before it touches your backend, not prompt rules.

How the headless browser slots works in Hyperlambda

Hyperlambda headless browser tutorial: connect a Puppeteer session, navigate, click, fill forms, read HTML, take screenshots and close, with full code.

Why secure AI code execution requires runtime whitelisting, not prompt filtering

Secure AI code execution needs runtime whitelisting, not prompt filtering: why the sandbox, not the prompt, must decide what generated code can run.