InteliG vs DX (GetDX): Developer Experience Surveys vs Execution Intelligence
Levi Garner
Founder & CTO, InteliG
TLDR: DX asks developers how they feel. InteliG reads the repo and tells you what actually happened. Both have a place — but only one gives a CTO the truth.
The Developer Experience Movement
The DevEx paper (Noda, Storey, Zagalsky, 2023) gave us a framework: flow state, cognitive load, feedback loops. Three dimensions that shape how productive a developer feels. DX (formerly GetDX) built a product around that framework — surveys, sentiment tracking, self-reported friction points, all packaged into dashboards that tell you whether your engineers are happy.
It was a real contribution. Before DX, most companies had no structured way to measure developer satisfaction at all. The alternative was exit interviews and Glassdoor reviews, which is like measuring engine performance by counting breakdowns.
But there is a gap between how developers feel and what is actually happening in the codebase.
What DX Does
DX is a survey-driven platform. It polls developers on their experience — where they feel friction, what slows them down, how often they reach flow state. It aggregates that into trends, benchmarks against industry data, and surfaces areas where your developer experience is lagging.
The output is useful for engineering leadership that wants to improve retention, reduce frustration, and create better working conditions. If your developers say the CI pipeline is painful, you fix the CI pipeline. If they report excessive context switching, you restructure how work gets assigned.
This is valuable. No argument there.
But it is perception data. And perception has a reliability problem.
Perception vs Reality
Here is the uncomfortable part: developers are unreliable narrators of their own productivity.
A developer says they were blocked all week. The commit log shows 40 commits across three repos. A team reports that code review is a bottleneck. The PR data shows median review time under four hours. A senior engineer says they spent most of their time in meetings. Their Git activity shows sustained, focused output every day.
None of this means the developers are lying. Perception is real to the person experiencing it. But if you are a CTO trying to understand where engineering investment is going, what is delivering value, and where the real bottlenecks are — you need more than how people feel about the work. You need to see the work itself.
Surveys capture sentiment. They do not capture reality.
DX tells you developers feel blocked. It cannot tell you whether the block cost you a week of delivery, whether it affected a strategic initiative, or whether the team shipped anyway despite the friction. That requires a different kind of system.
What InteliG Does Differently
InteliG does not survey anyone. It connects to GitHub and reads the truth directly — commits, pull requests, deployments, review cycles, contributor patterns. No self-reporting. No quarterly survey fatigue. No response bias.
But raw Git metrics are not the point either. Commit counts and cycle times are table stakes. Every DORA dashboard can give you that.
InteliG goes further across five pillars:
Code Intelligence — Objective engineering activity. Not vanity metrics. Patterns that reveal how work actually flows through your organization.
Strategy — Connects code activity to declared business objectives. You said Q2 was about platform migration. InteliG tells you whether engineering effort is actually aligned to that goal or leaking into unplanned work.
Finance — Maps engineering time to cost. Not timesheets. Actual contributor activity mapped to compensation data, so you can see the real cost of every initiative, team, and strategic bet.
Knowledge — Captures decisions, context, and rationale so institutional knowledge does not walk out the door when someone leaves.
Cognis (AI Reasoning) — An AI engine that reasons across all four pillars simultaneously. Ask it a question in plain language — “Why did velocity drop in the payments team last sprint?” — and it synthesizes code data, strategic context, financial impact, and historical knowledge into a single, evidence-backed answer.
DX gives you a developer satisfaction score. InteliG gives you an execution intelligence layer that connects what is being built to why it matters and what it costs.
Different Problems, Different Tools
DX is developer HR. It measures how your engineers experience their work environment. If your goal is improving retention and reducing friction, it serves that purpose.
InteliG is execution intelligence. It measures what your engineering organization is actually producing, whether it aligns with strategy, what it costs, and what it means. If your goal is making informed decisions about engineering investment — where to double down, where to cut, what is working, what is not — that is the problem InteliG solves.
You can use both. But if you have to pick one, the question is simple: do you want to know how your engineers feel, or do you want to know what is actually happening?
The CTO’s job is to know the truth. Surveys are not truth. Git is truth.
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