SeeCodes Features

Everything SeeCodes adds to Jira and the IDE.

SeeCodes provides a seamless bridge between Jira and VS Code so engineering teams can keep clarity over AI-driven development without changing the tools they already use.
Jira Cloud AppVS Code & Cursor extensionDaily standup generator
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Designed to restore observability, clarity, and continuity

These are the three things AI-heavy engineering workflows tend to lose first, and the three things SeeCodes is built to restore.

Observability

See empirical progress and confidence levels directly on Jira issues instead of waiting for a pull request to understand what changed.

Clarity

Structured summaries and risk flags make AI activity easier to understand before it becomes a merge conflict or a status meeting surprise.

Continuity

Requirements move cleanly from Jira into the IDE and back again so teams do not lose the thread between planning and execution.

For Management & Agile Leaders

The Jira App makes AI work legible.

Leads, managers, and Scrum Masters get structured visibility into AI-assisted execution before code review begins.

AI Requests Analytics Dashboard

Gain high-level observability into AI adoption with views across total tasks, active team members, and active projects.

Active Users & Task Progress Over Time

Visualize development momentum with a line chart showing progress percentage over time.

AI Readiness Custom Fields

Use visual indicators directly on Jira issues to spot work that is lagging, blocked, or nearing completion.

Detailed AI Progress Panel

Open any issue to see progress percentage, confidence level, what is ready, what is left, and AI-identified risk flags.

Daily Standup AI Generator

Gather sprint state from active tasks, comments, and synced AI progress to generate a clean Markdown draft for daily standups.

Observability without invasive tracking

SeeCodes surfaces progress, readiness, and risk signals directly from the workflow without tracking keystrokes, mouse movement, screen activity, or active window time.

Detailed Jira surfaces

Open the Jira App pages one by one

We created five dedicated pages so buyers, admins, managers, and developers can inspect the main Jira App surfaces in detail before rollout.

Derived from the current Forge app

Each page is grounded in the actual Jira App implementation and focuses on a specific surface: overview, board badges and descriptors, daily writeups, team competitions, and admin settings.

Jira App page

SeeCodes Jira App page

See the full Jira surface: dashboard, project pages, issue actions, custom fields, and issue panels.

Open page

Jira App page

Board progress badges and task descriptors

Expose AI readiness on issues and open detailed ready/left/risk descriptors directly from Jira.

Open page

Jira App page

Daily writeup

Generate an editable daily update from in-progress issues, Jira comments, and task progress snapshots.

Open page

Jira App page

Team competitions

Review contributor effort, solved tasks, and dominant work areas in a retrospective Jira board.

Open page

Jira App page

SeeCodes Jira App settings

Manage routing, activation visibility, link expiration, and report language for the Jira App.

Open page

For Developers

The IDE extension keeps execution transparent and reversible.

Developers stay inside VS Code or Cursor while SeeCodes handles context handoff, review guardrails, and task continuity.

One-Click Context Sync

Generate a task link in Jira and open the issue directly in VS Code or Cursor with task context already attached.

"Unboxing" the AI Agent

See exactly what the AI plans to do and what it has already done in a clear interface inside the editor.

Local History & Time Travel

Automatic checkpoints separate from Git let developers compare changes visually and roll back bad AI edits quickly.

Intelligent Context Selection

Choose Auto, Semi-Auto, or Manual modes while the system identifies the 15-50 most relevant files for the ticket.

AI Code Review

Paste PR diffs into the extension for immediate review, risk identification, and actionable suggestions.

Rich Document Reader/Writer

Use an embedded WYSIWYG markdown editor for research and planning directly linked to the Jira ticket.