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AI Parlance

AI-first intermediate representation for AI-assisted software generation.

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llms.txt
https://docs.aiparlance.org/llms.txt
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2026-05-19
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Documentation: developer or product docs worth reading, nothing to call
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-24T15:25:40.269Z. Cached copy · Source on aiparlance.org

# AI Parlance

> AI-first intermediate representation for AI-assisted software generation.

## Docs

- [Introduction](https://docs.aiparlance.org/en/introduction.md): AI-first intermediate representation for AI-assisted software generation
- [Get started here](https://docs.aiparlance.org/en/getting-started.md): Install the reference toolchain, validate .aip specs, and emit SQL, OpenAPI, TypeScript, Go, and the full Preview matrix
- [First emitters](https://docs.aiparlance.org/en/first-transpiler.md): Official AI Parlance Preview emitters — PostgreSQL through the full matrix
- [Cost impact](https://docs.aiparlance.org/en/cost-impact.md): Token economics and honest comparisons for AI Parlance
- [Examples](https://docs.aiparlance.org/en/examples.md): Reference .aip specs in the monorepo — Core smoke to full-tier CRUD
- [Minimal](https://docs.aiparlance.org/en/examples/minimal.md): Smallest valid v0.1 Core spec — emitter goldens
- [Blog CRUD](https://docs.aiparlance.org/en/examples/blog-crud.md): Complete blog CRUD — entities, policies, API, seed, workflow
- [Inventory CRUD](https://docs.aiparlance.org/en/examples/inventory-crud.md): Inventory with stock moves, seeds, jobs, and queues
- [MySQL minimal](https://docs.aiparlance.org/en/examples/mysql-minimal.md): Minimal MySQL fixture for aip emit mysql
- [CRM reference](https://docs.aiparlance.org/en/examples/crm-reference.md): Full CRM reference — policies, indexes, API, workflows, events
- [Ops reference](https://docs.aiparlance.org/en/examples/ops-reference.md): Infra + Behavior extras — seed, ai_context, jobs, queues, lifecycle
- [Emitters](https://docs.aiparlance.org/en/emitters.md): Preview emitters — roles, maturity scores, and how objectives are tested
- [PostgreSQL emitter](https://docs.aiparlance.org/en/emitters/sql.md): @aiparlance/sql — role schema, score 19/23, pass/partial/fail objectives
- [MySQL emitter](https://docs.aiparlance.org/en/emitters/mysql.md): @aiparlance/mysql — role schema, score 14/23, pass/partial/fail objectives
- [OpenAPI emitter](https://docs.aiparlance.org/en/emitters/openapi.md): @aiparlance/openapi — role contract, score 28/33, pass/partial/fail objectives
- [TypeScript emitter](https://docs.aiparlance.org/en/emitters/typescript.md): @aiparlance/typescript — role app, score 36/55, pass/partial/fail objectives
- [Go emitter](https://docs.aiparlance.org/en/emitters/go.md): @aiparlance/go — role app, score 12/55, pass/partial/fail objectives
- [Python emitter](https://docs.aiparlance.org/en/emitters/python.md): @aiparlance/python — role app, score 12/55, pass/partial/fail objectives
- [PHP emitter](https://docs.aiparlance.org/en/emitters/php.md): @aiparlance/php — role app, score 11/55, pass/partial/fail objectives
- [Workers emitter](https://docs.aiparlance.org/en/emitters/workers.md): @aiparlance/workers — role workers, score 4/20, pass/partial/fail objectives
- [Docs emitter](https://docs.aiparlance.org/en/emitters/docs.md): @aiparlance/docs — role docs, score 13/38
…

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