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Best Practices

Twelve practices, ranked by ROI.

Ranked by impact and implementation effort. The first four are quick wins. The last four are platform-engineering investments. Pick three for this quarter.

01

Automate dev environment setup

Dev containers, Nix, or a Makefile bootstrap. Saves 1-3 days per hire and removes the 'works on my machine' tax. Tools: Dev Containers, Gitpod, GitHub Codespaces, DevZero.

High impactMed effort

02

Pre-board starting day -7

Ship laptop early, create accounts, send architecture map. Eliminates day-one friction. The single highest-ROI change most teams can make.

High impactLow effort

03

Assign a buddy, not a mentor

Buddies are peers responsible for unblocking; mentors are senior engineers. Buddies cut senior interruption by 40%. Rotate every 4-6 weeks for fresh perspective.

High impactLow effort

04

First PR by end of week one

Top-performing teams get a new hire to their first commit in 1-2 days. The discipline of finding small, safe early tickets pays compound interest in psychological safety and confidence.

High impactLow effort

05

Recorded architecture walkthroughs

Record once, reuse for 12-24 months. Saves 4-6 hours of senior engineer time per hire. Tools: Loom, Tella, internal video portal.

Med impactLow effort

06

Living documentation and ADRs

Architecture Decision Records reduce 'why' questions by ~50%. Highest long-term ROI but expensive to backfill. Start with new decisions, then walk back.

High impactHigh effort

07

Standardise tooling

One IDE config, one linter, one test runner, one deploy command. Eliminates choice paralysis. Saves 1-2 days of setup per hire.

Med impactMed effort

08

Structured 30-60-90 day plan

Reduces ramp by 20-30%. Costs four hours of manager time per hire, returns $5k-$15k in faster ramp. The single best documented practice.

High impactLow effort

09

Internal developer portal (IDP)

Backstage, Cortex, Port, OpsLevel. Golden paths and self-service infrastructure compress onboarding by removing 'who do I ask' friction.

High impactHigh effort

10

Codebase orientation sessions

Two-hour walking tour of the architecture, quirks, and 'here be dragons' areas. Best run by someone who joined six months ago, not the original architect.

Med impactMed effort

11

Production-incident shadowing

New hire shadows on-call rotations from week six. Builds production intuition and trust. Leads to confident on-call eligibility by Day 60-90.

Med impactLow effort

12

Measure time-to-first-commit

What gets measured improves. Track it from day one and you will compress it. Tools: Jellyfish, LinearB, Swarmia, or a simple dashboard from Git history.

High impactLow effort

Priority matrix

Do first / plan second / consider third.

Do first

High impact, low effort. Start this quarter.

02 Pre-board starting03 Assign a04 First PR08 Structured 30-60-9012 Measure time-to-first-commit

Plan second

High impact, higher effort. Roadmap this quarter, ship next.

01 Automate dev06 Living documentation09 Internal developer

Consider third

Medium impact. Add when foundations are in place.

07 Standardise tooling10 Codebase orientation11 Production-incident shadowing05 Recorded architecture

matrix order

FAQ

Common questions

Which one practice should we start with?+

Pre-boarding. It costs the least, lands fastest, and removes day-one friction that compounds across the next two months. Most teams can ship a working pre-board in two weeks.

What if we don't have time to write ADRs?+

Start with new decisions. Every architectural decision from this Monday gets a one-page ADR. Walk backwards opportunistically. Six months in, you will have a decent core; backfilling everything is rarely worth it.

Should the buddy be on the same team?+

Yes, but ideally not the closest collaborator. Same-team gives shared context; non-collaborator avoids the 'awkward when work is busy' dynamic. Senior peers tend to be better buddies than tech leads.

Why is recorded architecture better than live walkthroughs?+

Live sessions are higher-bandwidth but cost senior engineer time per hire. Record one good 60-minute session, follow with 30 minutes of live Q&A. The new hire can re-watch at 1.5x speed in week three when they actually have context.

Updated 2026-04-28