Engineering estimates are wrong by a factor of 2-3 by default. The planning fallacy is universal — you imagine the happy path, forget the integration work, ignore the things you don't know yet. The fix isn't 'estimate better'; it's 'estimate differently'.

Advertisement

Decompose to <2 day tasks

If a task is 'build the feature' (1 month), the estimate is fiction. Break to '<2 days each'. The tasks you can't estimate at this level are the ones hiding unknowns — that's where the real work is.

Estimate by reference, not by feel

'How long did the last similar feature take?' beats 'I think this is 3 days'. Build a reference list. New estimate: similar reference × adjustment factor for known differences. Calibrated; quickly improves.

Advertisement

Track three numbers

Optimistic (everything goes right). Realistic (typical). Pessimistic (something hidden bites). Most estimators give the optimistic. Communicate the realistic; track the pessimistic.

Budget for integration and review

Coding the feature is half the work. Review cycles, integration with adjacent systems, bug fixes from QA, documentation. Add 50-100% to coding time. Skip this and you're chronically late.

Re-estimate, don&#x27;t fix the schedule

Two weeks in, the estimate is wrong. Update it. Don't just push harder to hit the original. Re-estimating publicly trains the org to take new estimates seriously and to plan around realistic dates.

Decompose &lt; 2 days, reference past projects, track three numbers, budget integration, re-estimate publicly. Calibration is the only path to better estimates.