Blog
Cornerstones for "what is", "how is X different", and "how do I". Field notes from real deployments. Technical deep-dives for architects. New articles ship roughly every 2 weeks.
Definitional articles. Start here if you're new to multi-tenant AI gateways.
A multi-tenant AI gateway is the layer between your messaging channels and your LLM that isolates per-customer state. Here's how the pattern works, why it matters now, and what a defensible implementation looks like.
Read articleRun a multi-tenant WhatsApp bot platform on your own infra without the WhatsApp Business API contract. Open-source, BYO-LLM, with per-customer isolation and cost tracking. Here's the architecture.
Read articleOpenClaw is a brilliant single-user AI gateway. OpenClawMU is the multi-tenant fork. Here's exactly what differs, when the fork is worth it, and how to migrate cleanly without losing state.
Read articleTactical articles for operators running real deployments.
Real stories from deployments, plus the technical deep dives.
Field notes on graduating a single-user Telegram bot into a multi-tenant SaaS. The architectural choices that survived, the mistakes that didn't, and the migration timeline.
Read articleIsolating LLM agents per tenant is harder than adding a tenant_id column. Here are the patterns that survive contact with adversarial users, leaky tools, and the inevitable refactor.
Read articleSandboxing AI-agent tool calls is mandatory. Bubblewrap and Docker are both viable; here's the trade-off matrix on cold start, isolation surface, OS support, and operational complexity — and when each one wins.
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