🔢 FEATURE ESTIMATION

Scope features before you ask engineers for estimates.

Understand what code already exists, what patterns to follow, and what dependencies are involved. Write better specs and get more accurate estimates by knowing the codebase first.

  • "Does infrastructure for X already exist?"
  • "What similar features can we reference?"
  • "What systems would this feature touch?"
2-3x Estimate variance

Feature estimates often miss by 2-3x because PMs don't know what exists in the codebase. Reduce surprises with better context upfront.

Get Codebase Context Understand your codebase before scoping features.
# product
PM
Kim • Product 10:00 AM
@context I'm scoping a feature to add SMS notifications. Do we have any SMS infrastructure already?
CX
critical.cx APP 10:00 AM
Yes! SMS infrastructure exists:

Existing:
app/services/sms_service.rb - Twilio integration
app/models/sms_message.rb - Message logging
• Used for: 2FA, password reset

Would need:
• User opt-in preferences (notification_preferences table exists)
• New message templates

Estimate: Infrastructure exists, mainly UI + preferences work.
Response time: 11.3s
PM
Kim • Product 10:01 AM
This changes the estimate completely. Going to update the spec.

Questions that make estimates more accurate.

What Exists?

Foundation

"Do we have email infrastructure?" "Is there an existing admin panel?" "Where do we handle file uploads?" Know what you're building on.

What's Similar?

Patterns

"How did we build the notifications feature?" "What's the pattern for API endpoints?" "How do other forms handle validation?" Reference existing work.

What's Involved?

Scope

"What systems does checkout touch?" "What services depend on user data?" "What would a pricing change affect?" Understand the blast radius.

Write specs that don't surprise engineering.

Know What's Possible

Don't propose features that require massive rewrites. Understand the current architecture before scoping.

Reference Existing Patterns

"Build it like we built X" is way better than "build a new thing." Save engineering time with context.

Reduce Estimation Meetings

Come to estimation meetings with context. Ask fewer clarifying questions. Get to accurate estimates faster.

Stop writing specs in the dark.

Know your codebase before you scope features.

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Q: Do we have push notification infrastructure?
Searching codebase...
✓ Found existing infrastructure
• Firebase Cloud Messaging integration
• User device token storage
• Used for: order updates, chat messages
Estimate impact: Low - infrastructure exists