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AI keeps making the same mistakes.
Kalami makes it stop.

You correct Claude once. Kalami turns that correction into a rule. Next session, the mistake never happens again.

npx kalami

One command. Under 0.5s. Detects your project, installs everything.

Get StartedHow It Works

Without Kalami vs. With Kalami

Before

You tell Claude "don't use any type" for the 5th time

After

Kalami learned it on day 1. Claude never uses any again.

Before

Claude runs rm -rf on the wrong directory

After

17 deny patterns block dangerous commands before they execute.

Before

Claude pushes broken code that fails tests

After

Verify chain runs typecheck + lint + test before every commit.

Learning that compounds

Every correction becomes a rule. Verified rules float up, stale ones fade out. Session 20 is dramatically better than session 1.

3 learning signals

17 safety defaults

.env, rm -rf, force-push, sudo, ~/.ssh — blocked mechanically. Upgrade any rule to 100% enforcement with one command.

npx kalami harden

5 dev flow skills

Commit with verify chain, push with test suite, release with changelog, review with checklist, plan before coding.

commit / push / release / review / plan

28+ frameworks detected

Next.js, React, Vue, FastAPI, Django, Gin, Rails, and more. Auto-detects language, framework, package manager. Zero config.

10 languages