Karl
Fix the input, fix the output.
Founder / built end-to-end · TODO-CONTENT
- PROBLEM
- Agents build the wrong thing when the input is fuzzy.
- BUILT
- Conversational spec tool pulling context from codebase, Jira, Confluence, Figma.
- OUTCOME
- <2 min per brief · 40+ hrs/month saved on PM documentation
- STACK
- TODO-CONTENT
- STATUS
- live
Why it exists
TODO-CONTENT — the fuzzy-input problem, what kept going wrong before Karl.
Key decisions
TODO-CONTENT — conversational spec format, context sources (codebase, Jira, Confluence, Figma), what was deliberately left out.
What was hard
TODO-CONTENT.
What I’d do differently
TODO-CONTENT.