AI sped up the code. It didn't fix the handoff.

AI creates more coding sessions and handoffs. When the reasoning stays in chat, terminal history, or one engineer's head, the next session starts by repeating explanations, investigation, and mistakes.

Every session can become a reset

Jira tracks the assignment and GitHub tracks the code, but neither automatically preserves what the team and its agents learned while doing the work.

Faster output creates more handoffs

More changes move between product, engineering, reviewers, and coding agents. Thin story history turns that speed into repeated reconstruction.

Imdone gives the story durable memory

Decisions, blockers, failed attempts, evidence, and next steps stay attached to the Jira story and close to the code.

Pull. Capture. Push. Resume.

Keep Jira. Keep the coding agents your team already uses. Imdone makes the story the durable handoff between them.

1. Pull the Jira story

Run imdone pull so the issue, comments, and attachments are available beside the code.

2. Start the work

Run imdone hdd --light STORY-123 to give the coding session the problem, current plan, and story history.

3. Capture what matters

Humans and agents record decisions, blockers, evidence, failed attempts, and next steps while the work is fresh.

4. Push useful updates

Run imdone push so Jira stays useful to product owners, engineering leaders, and the rest of the team.

5. Resume without replay

The next developer or coding agent continues from the story record instead of reconstructing the work from chats and commits.

What your team tests for 30 days

For 30 days, one Jira team uses real stories to test whether durable story memory makes AI-assisted work easier to resume, review, and hand off.

Resume time

How long does it take another developer or agent to understand the current state and continue?

Repeated investigation

How often does the team avoid analysis that was already completed in an earlier session?

Handoff quality

Can another teammate explain the decision, evidence, blocker, and next action from the story record?

Context capture

Do active stories contain substantive decisions, blockers, evidence, and next steps without filling Jira with AI noise?

30-day AI Story Memory Pilot — $1,500

One Jira team, one Jira project, and up to two repositories. Includes guided setup, team onboarding, weekly evidence reviews, and a findings report with an adopt, revise, or stop recommendation.

Used inside real engineering teams

Developers who use imdone

Looking for imdone desktop?

Imdone desktop is still here. Use it to manage local Markdown tasks and keep repo-based work visible while you code.

Get imdone desktop

See whether durable story memory works for your team

Start with one team and real Jira stories. Measure the handoffs instead of making another broad AI productivity claim.

© 2026 Innobuilt Software LLC. All rights reserved. |Logos provided by Logo.dev | Privacy Policy | EULA | Contact Us