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 27 articles on agile estimation, Jira workflows, remote planning, and responsible AI.

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Original PlannerPoker cover illustration: Estimate AI Usage Cost Early.
6/1/20267 min readFeatured

GitHub Copilot AI Credits Start Today: Estimate AI Cost Before the Sprint

GitHub Copilot moved to usage-based AI Credits on June 1, 2026. Here is how agile teams should plan story points, agent usage, budgets, and review work before sprint commitment.

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Original PlannerPoker cover illustration: Agent Controls Belong in Scope.
5/31/20267 min readFeatured

Microsoft Build 2026 Shows Why AI Agents Need Better Sprint Planning

Microsoft Build 2026 is putting agentic AI, GitHub Copilot, MCP, and safety tooling at the center of developer work. Here is how agile teams should estimate agent work before it reaches production.

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Original PlannerPoker cover illustration: AI Dependence Is Estimate Risk.
5/30/20267 min readFeatured

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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Original PlannerPoker cover illustration: Agentic Infrastructure Changes Work.
5/30/20266 min readFeatured

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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Original PlannerPoker cover illustration: Coding Agents Change Sprint Planning.
5/29/20267 min readFeatured

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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Original PlannerPoker cover illustration: Specs Make AI Work Estimable.
5/29/20266 min read

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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