Name: gjalla
Availability: InStock
Author: gjalla

Question 1

What is gjalla?

Accepted Answer

gjalla are the train tracks that help you trust code built with agentic engineering (AI coding agents). It captures your software's state — architecture, data models, data flows, rules, constraints, patterns — in a way that helps you understand and control what your coding agents do. No more cognitive debt. No more unexpected failures. Tested across 168 experiments with 89% win rate on code quality.

Question 2

How is gjalla different from AI code review?

Accepted Answer

AI code review looks at individual PRs in isolation and checks for code correctness. gjalla's enriched understanding knows the impact of each change — how it affects capabilities, whether semantic rules are violated, and whether it includes implicit architecture decisions with tradeoffs that weren't approved.

Question 3

Is gjalla compatible with my AI coding tools?

Accepted Answer

Yes. gjalla works with any tool that supports MCP (Model Context Protocol), including Claude Code, Cursor, and others. gjalla provides persistent, queryable system context — your architecture rules, constraints, and patterns — so agents don't need perfect prompts to produce aligned code.

Question 4

What languages and frameworks does gjalla support?

Accepted Answer

Python, TypeScript, JavaScript, Java, C/C++, Go, Rust, Scala, C#, PHP, and Lua. gjalla also detects data models from SQLAlchemy, Django, Pydantic, Drizzle, Prisma, TypeORM, GORM, JPA, Eloquent, and more.

Question 5

Is gjalla secure? Do you train on my code?

Accepted Answer

gjalla uses industry standard best practices to secure your data. Source code is pulled down to a non-publicly-accessible machine, analyzed, then deleted. We do not store or train on your code. You can also use gjalla without connecting a GitHub repository.

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