Sprint Plans
That ship.
Most sprint planning meetings produce ambitious commitments and predictable misses. The fix is structural: bound by real capacity, anchored on a single goal, forecast with historical data, not optimism.
Why sprint plans miss
Three structural failures kill sprint forecasts: capacity is guessed not measured, the goal is a wishlist not a single outcome, and the commitment is built on optimism not historical cycle time. Each has a fix.
The toolkit (in order)
1. Read: 60-minute planning agenda
Five sections (capacity check, goal set, scope draft, forecast check, commit) with timeboxes and exit criteria. The shape that prevents 3-hour planning meetings.
- 5 timeboxed sections
- Exit criteria per section
- Async-prep checklist
2. Bound: Sprint Capacity Calculator
Working days × team size × focus factor − holidays/PTO. The first step in planning that anyone can compute. No more "we have 80 points of capacity" by gut feel.
- Focus-factor adjustment
- PTO/holiday-aware
- Embeddable iframe
3. Anchor: Sprint Goal Generator + Validator
Pick a sprint type, get 5 outcome-focused goal templates. Then paste your draft into the validator to score it 0-100 across six criteria.
- 6 sprint types covered
- Outcome-focused templates
- 0-100 quality scorer
4. Forecast: Monte Carlo at p85
Before commitment, simulate the sprint 10,000 times against historical cycle times. Get the p85 completion date. Forecasts that land.
- 10,000-run Monte Carlo
- p50/p85/p95 ranges
- Pairs with cycle-time-calculator
Pre-planning prep (the upstream fix)
Definition of Ready: 5 entry criteria
Stories that don't meet DoR don't enter the sprint. Five criteria that catch most preventable surprises.
ReadBacklog refinement runbook (30-min)
The lean refinement format that actually preps stories for planning without burning the team.
ReadMid-sprint scope changes (with the script)
Three questions, four scenarios, the no-script that doesn't burn the relationship. Reserve 15-30% of sprint capacity for this.
ReadStory Splitter (8 patterns)
If a story doesn't fit a sprint, it splits. Eight patterns to apply at refinement before planning.
OpenRun sprint planning that compounds
SprintFlint computes capacity automatically, validates sprint goals at planning, runs Monte Carlo forecasts on every commitment, and surfaces variance at retro. The toolkit, but in your sprint workflow.