Retool vs Depot
Side-by-side trajectory, velocity, and editorial themes.
Retool fills in its AI-native React app builder
Retool's recent work orbits its new app builder, which lets teams generate production-ready React apps from natural language, MCP-compatible coding agents, or imported React code. The latest entries fill in that builder with React import and app protection, while the rest is admin-console reorganization and routine self-hosted release-channel updates.
The product is converging on agent-built, React-based apps as its forward direction, treating the visual builder as one entry point among several. Self-hosted customers keep getting parallel Edge and Stable releases, signaling Retool is keeping its enterprise base in step with the builder rewrite.
Expect the new app builder to absorb more of the legacy builder's capabilities and MCP-driven app generation to deepen, with admin tooling continuing to consolidate.
Depot pushes its CI product toward agent control and test intelligence as it nears platform maturity.
Depot accelerates container builds and CI, and the recent stretch is almost entirely about maturing Depot CI from runner into platform. In a single window it shipped a GA API and CLI, a test-results product with cross-provider analytics, plus workflow browsing, usage tracking, nested virtualization, and AI failure diagnosis via Sherlock.
Depot is making Depot CI both programmable and observable: the GA API and CLI expose every dashboard action to scripts and agents, while test results and Sherlock add the diagnostic layer on top. Notably, the test analytics reach into GitHub Actions too — a wedge to pull Actions users onto Depot without forcing a full migration first.
Expect the API surface and test analytics to deepen together — agent-driven retries informed by flaky-test detection — as Depot positions CI as something agents operate, not just humans.
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