PlannerPoker Blog
Practical agile planning for modern product teams.
Guides on planning poker, Jira-connected estimation, remote refinement, and using AI without losing the team conversation.
Latest articles
Showing 13-18 of 25 articles on agile estimation, Jira workflows, remote planning, and responsible AI.
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AI Coding Dependence Is Now an Estimation Risk
Developers are leaning hard on AI coding tools, but AI-generated code still needs review. Here is how sprint planning and planning poker should respond.
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Agentic Infrastructure Changes Sprint Estimation
AWS, Google, and cloud platforms are redesigning infrastructure for AI agent traffic. Product teams should estimate bursty workloads, permissions, memory, and cost before they ship agent features.
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AI Coding Agents Are Changing Sprint Planning in 2026
Enterprise coding agents are moving from autocomplete into real delivery workflows. Here is how agile teams should adjust estimation, planning poker, and Jira habits.
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Spec-Driven Development Makes Planning Poker More Important
AWS Kiro and the wider spec-driven development trend show why better requirements, clearer estimates, and human review matter when AI agents build software.
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AI-Assisted Sprint Planning: A Product Owner Guide
How product owners can prepare Jira stories for teams using AI coding tools without losing human judgement.
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Writing User Stories for AI Coding Agents
A checklist for making software stories specific enough for AI-assisted implementation and review.
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