Teaql Agent Kit

TeaQL is a harness engineering framework for teams that build software with coding agents. Its premise is that engineering lessons should not accumulate as ever longer prompts or skill files, but should be moved into durable infrastructure that is enforced and verified. The Agent Kit is the entry point, a set of prepared tasks that run inside the user's own coding agent. The approach is organized into four layers. A world model captures business meaning, relationships, constraints and reachable states. A generator produces stable naming, typed APIs and deterministic artifacts that propagate across programming languages. A runtime supplies trusted context, purpose gates, audit boundaries and execution policy. An evidence layer covers compilation, tests against real databases, traces, audit records and reproducible matrices. When a failure recurs, the intent is to fix it in the layer that can preserve it, so the next project inherits the improvement rather than relying on the model to remember. The Agent Kit Playground lets a developer choose a task, copy the prepared prompt and run the full model, evaluate, generate and verify loop in a coding agent such as Claude Code, ending with a verified application. It suits engineering teams who want repeatable, checkable output from agent driven development across multiple stacks, data systems and cloud providers. The site does not publish pricing.