AI PRODUCT PLAYBOOK
Every Activity combines the right people, agents, context and quality gate, from customer evidence to shipped software.
Your team keeps the judgement. Teklens handles the coordination around it.
An Activity is one repeatable unit of product work. It knows who owns the job, what context it needs, which agents and skills to use, what good looks like and where the result goes.
How the Playbook works
The clearest examples of context-aware, multiplayer product work.
Keep the Product Brain current with what changed in Jira, code, documents and meeting notes, so every other Activity starts from today's facts.
Turn a vague idea or request into a clear problem, target user and discovery question, checked against what already exists in Jira and the code.
Turn a batch of interviews and research inputs into defensible themes, pains and opportunities that enter the Product Brain as evidence.
Rank competing opportunities by strategic fit, customer value, evidence, effort and risk, with effort grounded in the real code rather than gut feeling.
Define what to build and why, with observable requirements checked against the real code, so design and engineering can proceed without guessing.
Walk into refinement with the right stories, evidence, dependencies and open decisions already assembled, so the session is spent on decisions, not on searching.
Catch drift between the original product decision, the story and the delivered code before it reaches production.
Evaluate whether shipped work produced the intended user and business outcome, and feed the result back into the Product Brain and the roadmap.
Every Activity is invoked when it is relevant. «Usually next» is a suggestion, not a mandatory step.
Thirty minutes with a founder. We compare your process with the Playbook and pick the first Activity to run on your Jira and your repo.
