Freedom251 › Test Flakiness Management Software

Develocity

Free trial APILinuxSelf-hostedWeb

What Develocity is

Develocity is a context engineering layer for AI-driven software delivery. It captures build, test, and artifact context from Maven, Gradle, npm, Python, Bazel, sbt, and Docker. Its Observability Platform records build, test, and pipeline signals for access through a web interface, API, or export stream. Read-only MCP servers let AI agents such as Claude and Codex query build data inside a customer network. Build Cache reuses compile and test results when inputs match exactly, while Predictive Test Selection chooses relevant tests using a model trained on build history. Additional capabilities include flake detection, quarantine workflows, failure clustering, and rerun policies. Plugins connect Jenkins, GitHub Actions, GitLab, and TeamCity; Grafana, Splunk, and Datadog connect through the Export API. Deployment options include managed, hybrid, AWS cloud, and self-hosted installations, including air-gapped setups. Pricing is by quote, with a 30-day unrestricted trial.

Who it suits

Develocity is intended for platform engineering, software engineering, and security organizations. It fits teams seeking build observability, acceleration, predictive testing, and controlled deployment options.

What it does well

Captures build, test, and artifact context
Build Cache reuses matching results
Predictive Test Selection targets relevant tests
Read-only MCP access for AI agents
Self-hosted and air-gapped deployment options

What to know first

No free plan
Pricing is available by request
Bring Your Own Cloud requires AWS
High SaaS usage is billed by consumption

Plans

Plan	Billed and limits	Price
Develocity subscription	Per committer, per year; pricing by quote · SaaS usage beyond typical build and test volume is billed by consumption · Self-hosted has no usage charge	On request

As develocity.ai lists them, read 2 Oct 2026. The maker's own page has the final word.

Verdict

Develocity brings observability, caching, test selection, and AI-query access into one delivery platform. Its deployment and security choices support organizations with varied infrastructure requirements, while pricing depends on quotation and usage.

Facts from Develocity's own pages

AI agent access: Read-only MCP servers let AI agents including Claude and Codex query build data and run inside the customer’s network. · develocity.ai, 2 Oct 2026
Analytics: Its Observability Platform records build, test, and pipeline signals and serves data through its UI, API, and export stream. · develocity.ai, 2 Oct 2026
Build acceleration: Build Cache reuses compile and test results across agents and teams when inputs match exactly. · develocity.ai, 2 Oct 2026
Build data: It captures build, test, and artifact context from Maven, Gradle, npm, Python, Bazel, sbt, and Docker. · develocity.ai, 2 Oct 2026
Data protection: The maker says it does not capture source code, does not train its own models on customer data, and does not send data to external AI services. · develocity.ai, 2 Oct 2026
Deployment: Develocity is offered as Fully Managed SaaS, Hybrid SaaS, Bring Your Own Cloud on AWS, or Self-Hosted, including air-gapped installation for Self-Hosted. · develocity.ai, 2 Oct 2026
Headquarters: San Francisco, California, United States · develocity.ai, 28 Sept 2026
Integrations: Maintained plugins connect Jenkins, GitHub Actions, GitLab, and TeamCity, while integrations also include Grafana, Splunk, and Datadog via the Export API. · develocity.ai, 2 Oct 2026
Intended users: The maker describes Develocity as built for platform engineering, software engineering, and security organizations. · develocity.ai, 2 Oct 2026
Notable limits: Bring Your Own Cloud is available only to customers on AWS, and sustained SaaS usage beyond typical build and test volume is billed by consumption. · develocity.ai, 2 Oct 2026
Purpose: Develocity is a context engineering layer for AI-driven software delivery, built on toolchain and artifact observability for platform engineering, software engineering, and security organizations. · develocity.ai, 2 Oct 2026
Security: Develocity states it is SOC 2 Type II audited and supports SAML or LDAP single sign-on, SCIM provisioning, and role- and project-level access control. · develocity.ai, 2 Oct 2026
Test selection: Predictive Test Selection uses a machine-learning model trained on a customer’s build history to select relevant tests for a change. · develocity.ai, 2 Oct 2026
Trial: The 30-day free trial provides unrestricted access to the full product suite and includes guidance from expert engineers. · develocity.ai, 2 Oct 2026

Where Develocity stands on Freedom251

Test Flakiness Management Software#25 of 31