DX Platform
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DX provides real actionable insights on developer experience and AI impact
What do you like best about the product?
DX provides me with actionable insights into how the Engineering organisation is performing, where friction points exist and if our developer experience improvement initiatives actually work. The AI impact reports cut through the hype and focus on what is really important The combination of qualitative / survey and quantitative data gives context. DX is easy to integrate and roll out. The DX team was there to support us every step along the way. I especially appreciate that the product and its leadership team are rooted in long-term research (e.g. DORA, Accelerate) and DX is created from Engineering Leaders for Engineering Leaders.
What do you dislike about the product?
As the product is evolving quickly, things have broken from time to time or we needed to clarify implementation detail on certain reports with customer support before being able to adopt. All issues were resolved quickly.
What problems is the product solving and how is that benefiting you?
DX helps us to improve our time to market for Engineering work by e.g. giving us insights into and tracking improvements on the Developer Experience, AI adoption / impact, operational topics (e.g. pipeline issues)
Powerful Insights in a Single Pane of Glass
What do you like best about the product?
It gives us instant visibility into engineering health with high survey participation and key metrics like DORA and PR throughput, all in a convenient single pane of glass.
What do you dislike about the product?
Even though there's a lot of data (a good thing), it can be tricky to quickly surface the most important trends without a bit of digging.
What problems is the product solving and how is that benefiting you?
DX helps us identify team-level bottlenecks and morale issues early, so we can take targeted action and improve delivery and developer satisfaction.
Bring structure to Developer Experience
What do you like best about the product?
DX does a solid job of turning scattered engineering signals (Git activity, CI performance, incident handling, etc.) into a coherent view that supports technical leadership discussions.
It is particularly useful for identifying bottlenecks in areas like PR review time or flaky pipelines. The UI is straightforward, onboarding is relatively quick, minimal friction to get value out of it.
Their customer team has also been responsive when we have hit integration questions.
It is particularly useful for identifying bottlenecks in areas like PR review time or flaky pipelines. The UI is straightforward, onboarding is relatively quick, minimal friction to get value out of it.
Their customer team has also been responsive when we have hit integration questions.
What do you dislike about the product?
Some of the insights feel generic without additional context, you still need someone with domain knowledge to interpret the data and act on it.
The default metrics assume a certain development workflow, so if you deviate from that, you may need to work around some of the abstractions.
Integration coverage is good for mainstream tools, but support for custom or self-hosted setups could be more flexible.
The default metrics assume a certain development workflow, so if you deviate from that, you may need to work around some of the abstractions.
Integration coverage is good for mainstream tools, but support for custom or self-hosted setups could be more flexible.
What problems is the product solving and how is that benefiting you?
DX helps surface friction points in our software delivery process that would otherwise remain anecdotal or invisible. Before using it, conversations around developer productivity or team health often relied on intuition or isolated complaints.
Now that we have a shared, data-informed baseline to track things like cycle time, review delays, or CI reliability, this is helping in prioritizing platform and tooling improvements.
Now that we have a shared, data-informed baseline to track things like cycle time, review delays, or CI reliability, this is helping in prioritizing platform and tooling improvements.
Good initial experiance
What do you like best about the product?
As a new user I was able to get a lay of the land pretty easily
What do you dislike about the product?
Trying to find a regular set of use cases to help in my job so I can be more engaged
What problems is the product solving and how is that benefiting you?
how to keep my team engaged, happy, motivated and productive?
Very smooth onboarding followed by an intuitive and actionable UX
What do you like best about the product?
Being able to layer engineering insights and feedback directly on top of real metrics brings significant value to the platform - something few competitors do effectively.
What do you dislike about the product?
Nothing specific stands out at the moment. As we continue to make this a regular practice, I’m actively listening to my team for ongoing feedback.
What problems is the product solving and how is that benefiting you?
Offer visibility and track progress on how developer feedback is being addressed, while gaining insight into how the organization is improving the overall developer experience.
Productive tool for insights into Engineering experience!
What do you like best about the product?
Love the dashboards with well defined metrics, also offering an integrated view of the developer productivity, pain points and collaboration. The data makes it very easy to take actionable efforts and improve efficiency across multiple areas. Also like the integration with slack!
What do you dislike about the product?
It is valuable to look at the employee's comments, and would be nice to have some more filters to filter by areas.
What problems is the product solving and how is that benefiting you?
DX is solving the most important problem of having real and very well defined metrics to improve productivity and focus among engineering and hence overall company!
Great insights; Smooth onboarding
What do you like best about the product?
DX provides deep insights into the developer experience with very little effort involved to collect the data.
What do you dislike about the product?
No downsides that I have run into. The team is quick to answer my questions when I have them.
What problems is the product solving and how is that benefiting you?
Identifies and quantifies areas for improvement in our developer experience.
Actionable insights that spotted our engineering efficiency gaps.
What do you like best about the product?
As a Developer Experience Manager, DX has become an essential part of our toolkit. It provides actionable insights into the health of our engineering workflows—cycle times, deploy frequency, review latency, and more—without resorting to invasive individual tracking. Its team-level analytics help us identify friction points, guide process improvements, and measure the impact of DevEx initiatives. The integration setup with GitHub, Jira, and Slack was seamless, and the dashboards are intuitive enough for both engineering leadership and ICs to derive value. Their focus on privacy and psychological safety also aligns well with our culture.
What do you dislike about the product?
While DX does a solid job out-of-the-box, deeper customization of metrics and more advanced filtering across squads or business units would make it even more powerful. Reporting exports and historical trend comparisons could be improved for quarterly planning and OKR tracking.
What problems is the product solving and how is that benefiting you?
As the Manager for Developer Experience, DX helps us identify and address friction in our engineering workflows. It solves the challenge of measuring developer productivity without compromising privacy. We use it to track key metrics like cycle time, PR review latency, and deployment frequency across teams. This data allows us to make informed decisions, streamline engineering processes, and support teams with evidence-based improvements. It also helps leadership align DevEx goals with business outcomes, improving both delivery efficiency and team morale.
Gauging Team Focus Has Never Been Easier
What do you like best about the product?
DX gives us a clear, objective view of where engineering effort is going — without asking engineers to do anything extra. It passively analyzes our GitHub activity and ties it back to initiatives and themes, making it easy to see if we’re actually focused on what we say we care about. The clarity it brings into sprint alignment, roadmap execution, and engineering prioritization is genuinely impressive. Also, the Slack summaries are a great touch — they surface insights without needing to log into another tool.
What do you dislike about the product?
DX can sometimes feel like a black box. While the insights are valuable, it’s not always obvious how certain metrics are calculated or why some themes show spikes or drops. A bit more transparency or the ability to drill down further into specific data points would make it even more actionable. Also, for smaller teams, some of the insights can feel a bit too high-level or generic unless you spend time fine-tuning the configurations.
What problems is the product solving and how is that benefiting you?
DX helps us objectively understand where our engineering teams are spending time and whether their effort aligns with business priorities. It highlights distractions like excessive context switching, overwork, or too many unplanned tasks. This visibility enables us to have data-driven conversations with product and leadership, set more realistic expectations, and protect team focus. It’s especially useful for spotting silent inefficiencies that wouldn’t show up in standups or Jira boards.
Excellent service for gaining insights over engineering productivity
What do you like best about the product?
The myriad of data points, both quantitative and qualitative, as well as Core 4 helps us ground our decisions and measure impact.
In our Tech department, we've stopped having to always investigate process issues & engineering bottlenecks and can act with confidence with the help of DX, promoting improvements on a team and organization level.
Engineers now have access to DX data and can voice their opinions in qualitative surveys.
Rolling out DX was a breeze, given the integrations they have with many service providers.
The CX team at DX is excellent, and they are always there to support you.
In our Tech department, we've stopped having to always investigate process issues & engineering bottlenecks and can act with confidence with the help of DX, promoting improvements on a team and organization level.
Engineers now have access to DX data and can voice their opinions in qualitative surveys.
Rolling out DX was a breeze, given the integrations they have with many service providers.
The CX team at DX is excellent, and they are always there to support you.
What do you dislike about the product?
The pricing is a hard sell for younger companies and is only disclosed on a case-by-case basis, given it typically competes budget-wise with other developer tooling deemed more critical - such as AI coding-assistants, internal developer portals, CI/CD tooling, Security, and Cloud - I see this as a friction point.
Additionally, some sought-after features are at times packaged as "a new offering" and require additional spend, which, in my view, is not really good practice for loyal customers in terms of improving the benefit of what they've acquired over time. Other pay-per-seat services, such as Github follow a different philosophy.
That said, the base offering is always improving, and I'm impressed by both the quality and agility of the team.
Considering that the impact from the tool depends a lot on managers & team leads to understand the DX philosophy, it is important to factor in your current organizational maturity state.
Additionally, some sought-after features are at times packaged as "a new offering" and require additional spend, which, in my view, is not really good practice for loyal customers in terms of improving the benefit of what they've acquired over time. Other pay-per-seat services, such as Github follow a different philosophy.
That said, the base offering is always improving, and I'm impressed by both the quality and agility of the team.
Considering that the impact from the tool depends a lot on managers & team leads to understand the DX philosophy, it is important to factor in your current organizational maturity state.
What problems is the product solving and how is that benefiting you?
It brings visibility over DX and engineering bottlenecks, at help us make sense of our data to take action.
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