Product Manager · Product systems

Messy product problems, turned into clear decisions.

Product strategy and analytics uncover growth opportunities, then shape clear workflows to build and test.

Selected work

Tools that help teams decide what to build and why.

Working prototypes for requests, funnel analysis, team updates, and release notes. The workflows work; the example data is clearly labeled.

Supporting communication tools

Clear updates while work is underway and after it ships.

Smaller working prototypes turn delivery details into updates that are easy to read and act on.

03

Product Updates

Turns delivery data into a short update that keeps risks and decisions easy to find.

Explore Product Updates

Sample Jira-style view · 16 epics

  • Active4
  • Review / triage6
  • Shipped4
  • Blocked / paused2
  1. Working on
  2. Next
  3. Shipped
  4. Risks & decisions
Audience, tone, and length can be changed.

04

Release Notes

Turns shipped work into clear release notes that explain the result and who it helps.

Explore Release Notes

Sample draft · 3 items

Inputs
  • Story
  • Bug
  • Task
Translate
  • Business outcome
  • Audience impact
Output
  • Deployment notes
  • Copy
  • Text export

Multi-agent publishing workflow

One daily article. Three agents. One publish gate.

An approved topic moves through source research, drafting, and quality review. Each agent returns work that can be checked; an editor makes the final publish decision.

See how one daily article reaches the publish gateTopic brief, agent handoffs, editor decisions, and publish checks

Editor brief

Answer one useful reader question with current, trustworthy sources.

  • Reader question
  • Primary sources
  • Publish rules
The editor sets the audience, angle, boundaries, and source rules before the workflow starts.
  1. 01

    Topic and source scout

    Responsibility

    Narrow the approved topic to one reader question and gather current primary sources. Do not draft or publish.

    Quality signal
    A specific question creates a stronger angle than a broad trend summary.
    Handoff
    A content brief with the angle, outline, sources, claim notes, and open questions.
  2. 02

    Drafting agent

    Responsibility

    Write the article from the approved brief. Link factual claims and flag anything the sources do not fully support.

    Quality signal
    The draft answers the question, but one section still needs a clearer next step for the reader.
    Handoff
    A structured draft with title options, summary, body copy, source links, and flagged gaps.
  3. 03

    Quality-check agent

    Responsibility

    Check the draft against the brief for source support, facts, original writing, clarity, links, and exaggerated claims. Do not publish.

    Quality signal
    Two claims need stronger support, one link needs replacing, and the headline promises more than the draft proves.
    Handoff
    A pass-or-block report with notes for each claim, proposed fixes, and unresolved issues for the editor.

Editor publish gate

Agents prepare the package. An editor owns the final decision.

The brief, draft, source trail, and quality report stay visible before anything is approved.
  1. Approve the angle first

    A narrow question keeps daily publishing useful instead of rewarding volume alone.

  2. Clear every blocked claim

    Unsupported facts are removed, rewritten, or backed by a stronger source.

  3. Keep publishing human-controlled

    Agents research, draft, and check; the editor owns the final edit, timing, and publish action.

Publish checklist

Checks before publishing

The editor clears every blocker and records the final decision before the post can go live.

Brief
The article answers the approved reader question and stays within scope.
Sources
Factual claims link to current, relevant sources; primary sources are preferred.
Accuracy
Numbers, names, dates, quotes, and links match the cited material.
Originality
The draft adds useful explanation and does not closely copy source language.
Search fit
The title, description, headings, and internal links match what readers are looking for without keyword stuffing.
Approval
Only the editor can approve and publish the final post.