Missed context
Bugs, specs, test notes, and release decisions are separated.
Workflow pageAI agents for software testing2026
AI agents for software testing
Testing work that stays tied to the release.
Use AI to help plan tests, reproduce issues, summarize failures, and prepare release evidence for review.
The pain
What breaks in the current workflow.
Slow handoffs
QA, engineering, product, and support repeat the same status checks.
Weak evidence
A test failed or passed, but the team cannot easily explain what changed.
The solution
AI support for QA work humans still need to trust.
Lyberty helps teams keep test plans, failures, fixes, and release decisions connected.
Test plan support
Draft scenarios from a spec or release note.
Bug reproduction support
Organize steps, logs, screenshots, and likely scope.
Failure summaries
Summarize what failed, what changed, and who needs to act.
Release evidence
Keep verification notes linked to the release decision.
“The value was the release evidence, not another generic QA checklist.”
QA manager · early-access team
AI agents for software testing can help with test plans, bug reproduction, failure summaries, and release evidence. Lyberty keeps the sources, decisions, and review steps attached.
- Can Lyberty help draft test plans?
- AI agents for software testing can help with test plans, bug reproduction, failure summaries, and release evidence. Lyberty keeps the sources, decisions, and review steps attached.
- Can it summarize failures?
- AI agents for software testing can help with test plans, bug reproduction, failure summaries, and release evidence. Lyberty keeps the sources, decisions, and review steps attached.
- Can release evidence be reviewed?
- AI agents for software testing can help with test plans, bug reproduction, failure summaries, and release evidence. Lyberty keeps the sources, decisions, and review steps attached.
Bring one release that needs cleaner test evidence.
Start with one workflow your team already runs by hand. We will show what it would take to launch it with clear sources, approvals, and review.