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Developer Tools · 2025

Scrum Gen

An AI agent that turns Jira chaos into sprint plans. Automates requirement processing, generates user stories, and learns sprint velocity over time.

CLIENT
Internal product
YEAR
2025
SECTOR
Developer Tools
WHAT WE DID
AI Agents, LLM Apps, Product Design
S
AI agent · Agile management
Scrum Gen
70%
Less planning overhead
Faster backlog grooming
92%
Stories accepted as-is
THE CHALLENGE

Engineering teams lost hours every sprint translating messy backlogs and stakeholder notes into structured, estimable work.

OUR APPROACH

We built an autonomous planning agent that ingests requirements, drafts user stories with acceptance criteria, and calibrates estimates against each team's historical velocity. An eval harness scores every generated story against a rubric before it reaches a human.

THE OUTCOME

Sprint planning that once took a half-day now takes minutes, with story quality that holds up in review.

TECH STACK
GPT-4oLangGraphpgvectorJira APINode.js
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AVAILABLE · Q3 2026 INTAKE OPEN· READY WHEN YOU ARE
· AVG. RESPONSE 4H · NDA-SAFE

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what you're building.

30 minutes, one of our seniors, no slide deck. By the end of the call you'll know whether we're the right team, and if not, who is.

Senior
On the first call. Always.
4 h
Avg. response time
NDA-safe
Hundreds signed
100%
Own your IP & code
OCTALCODEAI SOFTWARE · ENGINEERED FOR PRODUCTIONEST 2022 · LAHORE · PAKISTAN