17 Software Development OKR Examples That Measure Outcomes
12 engineering OKR examples that measure outcomes, not shipped tickets — with the fix for the task-based key results most dev teams write.
Steven Macdonald
5 Mins read
July 3, 2026
Engineering is the function most likely to write OKRs as a task list — "ship the redesign," "migrate the database" — because shipping is so visible. These 17 examples measure the change the work produces, turning a roadmap in disguise into a real OKR.
Software development OKRs go wrong in a specific way: they describe what the team will build rather than what changes once it's built. "Launch the new checkout" is a task that gets marked done whether or not a single conversion improved — and across the OKRs Tool platform of 876 organizations and 20,952 key results, 52% of all Key Results are tasks or KPIs in disguise.
The 17 OKR examples below span the areas engineering teams own — product delivery, reliability, performance, code quality, security, and developer experience — each written as a measurable outcome, with the task-based version to avoid called out alongside
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What Separates a Good Engineering OKR From a Roadmap
An engineering OKR states the outcome the shipping is meant to produce, measured by a number that moves — not the list of what the team will ship. The roadmap says what you'll build; the OKR says what changes when you do.
The test for any engineering Key Result is whether it could be marked complete without the system, the user, or the team being measurably better off. If it's satisfied the moment a ticket closes, it's a task; if it's only satisfied when a metric moves, it's an outcome — the difference between outcomes and activities that separates OKRs that drive work from ones that just track it.
17 Software Development OKR Examples
The examples are grouped by the six areas engineering teams own. Each names the task-based version to avoid, then gives the outcome-based Key Results to use instead.
Delivery & Velocity3 OKRs
OKR 1
ObjectiveMake the new onboarding flow the reason activation climbs
Increase Day 7 activation from 34% → 52%
Reduce time-to-first-value from 6 days → 2 days
Cut onboarding-related support tickets by 40%
OKR 2
ObjectiveTurn the mobile app into a primary channel, not a fallback
Grow mobile monthly active users from 12K → 25K
Raise mobile session length from 3.2 → 6 minutes
Lift mobile checkout conversion from 1.8% → 3.5%
OKR 3
ObjectiveShip a collaboration feature that becomes part of the daily workflow
Reach 40% feature adoption among active accounts
Increase weekly active use of the feature from 0 → 15K users
Lift 30-day retention of adopting accounts from 68% → 80%
Reliability & Uptime3 OKRs
OKR 4
ObjectiveMake the platform something customers stop worrying about
Improve service uptime from 99.5% → 99.95%
Reduce mean time to recovery from 45 min → under 10 min
Cut customer-reported incidents from 20 → under 5 per quarter
OKR 5
ObjectiveEliminate the on-call burden that's burning out the team
Reduce after-hours pages from 60 → under 15 per month
Bring the change-failure rate from 18% → 8%
Increase auto-remediated incidents from 10% → 45%
OKR 6
ObjectiveMake deployments safe enough to run any day of the week
Reduce failed-deployment rate from 12% → under 3%
Cut average rollback time from 20 min → under 5 min
Increase deploys outside change-freeze windows from 40% → 90%
Performance3 OKRs
OKR 7
ObjectiveMake the product feel instant everywhere it's currently slow
Cut p95 API response time from 800ms → 200ms
Reduce initial page load from 4.1s → under 1.5s
Improve Core Web Vitals pass rate from 62% → 90%
OKR 8
ObjectiveCut infrastructure spend without degrading the user experience
Reduce cost per million requests from $42 → $25
Hold p95 latency at or below 200ms through the migration
Lower idle compute capacity from 35% → under 15%
OKR 9
ObjectiveMake search fast and relevant enough that users rely on it
Reduce median search response time from 900ms → under 250ms
Increase search result click-through rate from 34% → 55%
Cut zero-result searches from 18% → under 6%
Code Quality & Tech Debt3 OKRs
OKR 10
ObjectiveStop shipping bugs faster than the team can fix them
Reduce production defect rate from 4.2 → 1.5 per KLOC
Cut average bug-fix cycle time from 6 days → 2 days
Bring the escaped-defect rate from 30% → 12%
OKR 11
ObjectivePay down the technical debt slowing every release
Reduce average feature lead time from 14 days → 7 days
Cut sprint capacity spent on unplanned rework from 35% → 15%
Lower high-risk modules in the codebase from 22 → 8
OKR 12
ObjectiveMake the codebase safe for a new engineer to change in week one
Reduce time-to-first-merged-PR for new hires from 9 days → 3 days
Cut new-hire-caused production incidents from 8 → under 2 per quarter
Increase modules with clear ownership from 55% → 90%
Security2 OKRs
OKR 13
ObjectiveShrink the window a known vulnerability can live in production
Reduce mean time to patch critical CVEs from 21 days → under 3
Cut unresolved high-severity findings from 40 → under 10
Increase dependency scan coverage from 60% → 100% of services
OKR 14
ObjectiveMake the secure path the default across the organization
Increase SSO-enforced accounts from 45% → 95%
Reduce standing production access grants from 120 → under 30
Cut mean time to revoke access on offboarding from 2 days → under 1 hour
Developer Experience3 OKRs
OKR 15
ObjectiveMake shipping code fast and boring again
Reduce CI/CD pipeline run time from 25 min → under 8 min
Increase deployment frequency from twice a week → daily
Cut median PR review-to-merge time from 2 days → 4 hours
OKR 16
ObjectiveGive engineers back enough uninterrupted time to do deep work
Increase average uninterrupted focus blocks from 1.5 → 4 hours/day
Reduce context-switch interruptions from 14 → under 5 per day
Raise the developer-experience survey score from 6.2 → 8.0 out of 10
OKR 17
ObjectiveMake local development stop fighting the people using it
Reduce new-machine setup time from 2 days → under 2 hours
Cut "works on my machine" environment bugs from 25 → under 5 per quarter
Increase local test suite pass-reliability from 82% → 99%
The Rule Behind Every Example: Fewer, Owned, Outcome-Based
Across all 17 examples, three things make an engineering OKR work — and all three show up in the benchmark data. The examples are outcome-based, but two more habits decide whether the team actually hits them.
Keep the count low — one or two Objectives per team, not one per roadmap initiative. Give every Key Result a single named owner, since teams with clear ownership complete 26% more of their goals. And check in weekly, the habit worth 43% more completions and the one most likely to catch a Key Result drifting while there's still a sprint left to act. Setting that up is a short OKR planning session, and running it on OKR software keeps ownership and check-ins from slipping.
Turn These Into Your Team's OKRs
These 17 examples are templates, not prescriptions — the pattern to copy is the outcome focus, not the specific metrics. Take the Objective closest to your team's quarter, swap in your own baselines and targets, and pressure-test each Key Result with one question: could this be marked done without anything actually improving?
If the answer is yes, it's a task, and it belongs on the roadmap rather than in the OKR. Write it as the change the task is meant to produce, give it an owner, and check in weekly — and the OKR will drive the work instead of just recording it.
Build your engineering OKRs in an afternoon
OKRs Tool enforces an owner on every Key Result, runs automated weekly check-ins, and tracks progress against real delivery data. Free for up to 5 users, no credit card.
Steven is the founder of OKRs Tool, OKR software built for senior operators inside growing companies. Trusted by 350+ teams to run OKRs that survive beyond the first cycle — with weekly check-ins, required KR ownership and a visual alignment map that shows how every goal connects.
