Writing & Ideas
I build products that matter.
Deep-dives into technical decisions, product strategy, and the craft of building software that actually holds up under pressure.
"Automating blog posts sounds reckless. Here is the system I built to let an AI agent contribute research-heavy content while keeping editorial control — with circuit breakers for hallucinations."
How I set up a scheduled AI agent for this blog — and the guardrails I built
Read full story →Multi-tenant SaaS on a budget: what actually matters in the architecture
TalkSense needed proper tenant isolation, per-user API key management, and billing hooks — without spinning up a new database per customer. Here is the architecture that worked.
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