20 OKR examples for Engineering teams
Engineering is the engine of every modern company. The pace at which your team can ship, the reliability of what they build, and the developer experience that makes it all possible are what determine whether your strategy turns into reality or stays trapped in a slide deck.
But Engineering teams have a unique challenge with goal-setting. It's tempting to measure activity (story points completed, tickets closed, PRs merged) instead of outcomes (faster releases, fewer incidents, less customer-impacting downtime). Good OKRs fix that by tying engineering work to measurable improvements that actually move the business.
In this guide, we'll share 20 practical OKR examples that real Engineering teams use, along with a few tips on how to make them stick.
[fs-toc-omit]Before you start
Three rules worth remembering before you set your first Engineering OKR:
- Don't confuse OKRs with KPIs. KPIs monitor things you're already tracking continuously (uptime, deployment frequency, MTTR). OKRs drive specific change within a cycle.
- Objectives should be inspirational and should never contain metrics or targets.
- Key Results should always contain metrics and targets, and those metrics should be within your circle of influence.
OKR examples for different company stages
Engineering OKRs look different depending on where the company is in its journey. Early-stage teams are racing to ship features and validate ideas. Growth-stage teams are scaling architecture and process. Mature teams are defending reliability while keeping the velocity that got them here.
Early-stage / startups
- Increase deployment frequency from 2 per week to daily
- Reduce average lead time from commit to production from 5 days to 1 day
- Ship at least 3 of the top 5 customer-requested capabilities this quarter
- Establish CI/CD pipeline with automated test coverage above 60%
- Document the architecture and onboarding flow so a new engineer is productive within 5 days
- Define and track our first 3 SLOs for the most critical service paths
Growth-stage / scale-ups
- Increase weekly deploys per engineer from 0.8 to 2
- Reduce change failure rate from 18% to 8%
- Reduce average code review time from 2 days to under 12 hours
- Reduce p95 API latency from 850ms to 250ms
- Migrate 3 legacy services to the new architecture with zero customer-facing regressions
- Implement autoscaling for the top 5 most critical services
Mature / enterprise
- Improve uptime across critical services from 99.9% to 99.99%
- Reduce mean time to recovery (MTTR) from 45 minutes to 10 minutes
- Achieve zero customer-impacting incidents in our top 50 enterprise accounts
Velocity and delivery
How fast your team can move from idea to production is one of the strongest predictors of business outcomes. These OKRs focus on the throughput of your engineering pipeline.
- Increase deployment frequency to multiple times per day
- Reduce lead time for changes from 7 days to under 1 day
- Maintain change failure rate below 10%
- Reduce average PR review-to-merge time from 36 hours to 8 hours
- Cut CI build time from 22 minutes to under 8 minutes
- Reduce engineer-reported "blocked" days per sprint by 50%
Reliability and uptime
Customers don't notice when your platform is up. They only notice when it's down. These OKRs focus on building the kind of reliability that earns long-term trust.
- Improve overall uptime from 99.9% to 99.95%
- Reduce critical incidents (P1/P2) from 8 to 2 this quarter
- Establish SLOs for the top 10 services with active error budget tracking
- Reduce mean time to detect (MTTD) from 12 minutes to 3 minutes
- Reduce mean time to recovery (MTTR) from 60 minutes to 20 minutes
- Run monthly chaos tests covering 100% of tier-1 services
Code quality and testing
Quality isn't a trade-off against speed. Done right, it's what enables sustainable speed. These OKRs make quality a measurable engineering outcome.
- Increase automated test coverage from 58% to 80%
- Reduce escaped defects in production by 50% quarter-over-quarter
- Maintain fewer than 5 critical bugs open at the end of any sprint
- Achieve 100% PR coverage by an explicit reviewer approval
- Implement and enforce a unified linting and style guide across all repositories
- Reduce post-merge bug rate per PR by 35%
Technical debt and platform
Some quarters are about new features. Other quarters are about paying down the debt that's quietly slowing every other quarter down.
- Reduce average time to implement a typical feature from 3 weeks to 2 weeks
- Migrate the 3 most-used legacy modules to the new framework
- Reduce the count of "do not modify" warnings in the codebase by 50%
- Migrate 100% of stateless services from VMs to containers
- Reduce monthly infrastructure costs by 25% through right-sizing and reserved capacity
- Achieve zero downtime during the migration window for all tier-1 services
Security and compliance
Security isn't optional, and the cost of getting it wrong is increasing every year. These OKRs treat security as something you actively improve, not just something you respond to.
- Reduce mean time to remediate critical vulnerabilities from 14 days to 3 days
- Achieve 100% adoption of automated security scanning in the CI pipeline
- Reduce open high-severity findings from external pen tests by 75%
- Document and implement controls for 100% of required Trust Services Criteria
- Pass external audit with zero qualified findings
- Train 100% of engineering team on security policies and incident response procedures
Developer experience
The faster, happier, and less frustrated your engineers are, the more they ship. Developer experience is one of the highest-leverage investments an Engineering org can make.
- Improve internal developer NPS from 28 to 50
- Reduce time to productive first commit for new hires from 12 days to 4 days
- Reduce engineer-reported "tooling friction" days per quarter by 60%
- Ship a self-serve developer portal used by 90% of engineers weekly
- Reduce time to spin up a new dev environment from 4 hours to 15 minutes
- Achieve a 4.5+ satisfaction score on internal tools in our quarterly survey
Engineering team operations
A great engineering team isn't just about code. It's about how the team itself operates, hires, grows, and shares knowledge.
- Run at least 8 internal tech talks or knowledge-sharing sessions this quarter
- Achieve 100% participation in 1-on-1 career development conversations
- Publish 4 engineering blog posts that draw at least 5,000 reads each
- Hire 8 engineers across the priority roles within the quarter
- Maintain interview-to-offer ratio above 1 in 8
- Achieve 90%+ satisfaction score from new hires on the onboarding experience
Cost and efficiency
Engineering decisions show up on the cloud bill. These OKRs focus on running the platform efficiently without sacrificing reliability or speed.
- Reduce cloud spend per active customer by 30%
- Achieve 70%+ utilization on our top 5 most expensive services
- Maintain or improve all SLOs throughout the cost optimization effort
Expert tips
Even well-designed OKRs can fail if they're not properly implemented and maintained. Engineering teams often struggle with metrics that reward output over outcomes, or with goals that drift from business priorities. To avoid these pitfalls:
- Measure outcomes, not story points. "Complete 200 story points" is an output. "Reduce p95 latency to 250ms" is an outcome. Only outcomes are worth being Key Results.
- Anchor to business impact. Every Engineering OKR should connect, even loosely, to a business outcome the company cares about. Velocity for its own sake doesn't matter.
- Limit your focus. 2 to 4 Objectives per quarter is plenty. Spreading thin across 10 things almost guarantees nothing meaningful changes.
- Use leading and lagging indicators. Lagging indicators (uptime, customer-reported incidents) tell you what happened. Leading indicators (deployment frequency, MTTR, test coverage) tell you what's about to happen. Use both.
- Review regularly and adjust. Bi-weekly check-ins on Key Results will surface problems early. Quarterly-only reviews almost always catch them too late.
The best Engineering OKRs are ambitious enough to stretch the team, specific enough that everyone knows what success looks like, and connected enough to the rest of the company that the work clearly matters.
Turning Engineering OKRs into strategic impact
Engineering OKRs aren't just about better goal-setting. They're about transforming how your team prioritizes, measures, and connects its work to the broader company strategy.
The examples we've shared cover the full Engineering surface area, from velocity and reliability to security, quality, developer experience, and cost. None of these work in isolation. They work when they're connected to your company strategy, owned by specific people, and visible to everyone who needs to see them.
That's where Perdoo makes the difference. Our platform doesn't just track OKRs. It creates a unified environment where your strategy, OKRs, and KPIs all live together, with built-in tools for 1-on-1s, team meetings, and automatic progress reporting.
[fs-toc-omit]Ready to get started?
Ready to turn your Engineering team into a measurable driver of business outcomes? Perdoo gives you everything you need, from an intuitive platform to expert guidance and resources.
- Book a demo to see how Perdoo helps you implement and track Engineering OKRs that actually deliver results.
- Sign up for a free Perdoo account.
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