Managing outsourcing without metrics means flying blind; managing it with thirty metrics means drowning. The right approach comes down to about ten KPIs, across four families, read as trends. Here's the full list, with what each one reveals.
Family 1 — Predictability
1. Estimated / delivered gap. The share of tasks delivered within the announced timeline. The most telling indicator: a healthy engagement delivers roughly what was planned.
2. Scope adherence. Does the delivered work match what was asked, with no drift or shortcuts? Measures the reliability of understanding.
3. Estimate stability. Are estimates regularly revised upward mid-flight? Repeated drift signals a scoping or seniority problem.
Family 2 — Quality
4. Post-release bugs. The number of incidents in the developer's scope after deployment. Real quality is read after the fact, not at delivery.
5. Share of reviews with no blocking feedback. A code review that passes without major correction is a good sign. A declining rate warns early.
6. Technical debt introduced. Does the delivered code make future changes easier or harder? Qualitative, but essential over time.
Family 3 — Smoothness
7. Response time. Reaction time in daily exchanges. Smoothness is often the first indicator to degrade when an engagement goes wrong.
8. Blockers flagged early. A good developer raises their hand before being blocked for a whole day. Blockers discovered at delivery are a negative signal.
9. Ritual participation. Presence and real contribution in dailies, sprints, and reviews. Measures team integration.
Family 4 — Value
10. Features actually in production. Ultimately, the one KPI that sums up the others: what's delivered, stable, and used. That's value, not activity.
KPIs NOT to track
Three tempting but misleading metrics:
- Lines of code — more code isn't better, often the opposite.
- Logged hours — you pay for a result, not for presence.
- Tickets closed in isolation — a ticket can be trivial or major.
These metrics push people to optimise the wrong behaviour.
How to read them
| Rule | Why |
|---|---|
| Few indicators (3–5 active) | Too many KPIs = no real tracking |
| Trends, not snapshots | A single bad number isn't a signal |
| A KPI opens a conversation | It doesn't replace the regular check-in |
| Measure value, not activity | Activity can be faked, value can't |
When these KPIs become visible
The best moment to observe these indicators is in the very first weeks. That's the whole point of a short trial: real predictability, quality, and smoothness reveal themselves quickly on real tasks.
At MG Talents, the two-week trial on your real backlog makes these KPIs legible right away, and embedding the developer in your rituals — with a single point of contact on the agency side — makes them easy to track without micromanagement. You decide to continue based on concrete indicators, not on a promise.