

Recent
Latest from the team.

Engineering
Why every AI coding tool stops at the UI
A thesis on the missing 80% of AI dev tools — and why ownership of the schema is the real unlock.

AI
Designing a planner agent that doesn't hallucinate entities
How constrained generation, tool calls and explicit reasoning steps keep the planner agent honest.

Engineering
The case for typed APIs in the AI-generated era
Strong contracts let AI tools self-correct. Here's how MangoX uses Zod + OpenAPI as a feedback signal.

Case Study
Casebench shipped a CRM in 4 hours — here's the build log
A detailed walkthrough of how a one-person team replaced their Salesforce stack in an afternoon.

Product
RBAC is a product feature, not an afterthought
Why MangoX generates the role matrix before the UI — and what we learned the hard way.

Engineering
How we generate Postgres schemas that DBAs actually approve
Indexes, FKs, naming conventions and migration safety — what MangoX gets right by default.

Product
An honest review of the AI coding tool landscape, Q1 2026
Where each tool is good, where each falls over, and why MangoX isn't trying to be all of them.

AI
Tester agents: the part nobody talks about
Why generating code without contract tests is a regression — and how the tester agent saves the build.

Case Study
Inboxly's migration from V0: the four-week saving
Mara Chen on swapping a V0 prototype for a MangoX-generated production app — what stayed, what got rewritten.