# Post-run AI analysis, geo-routing, and self-describing MCP tools > 5 updates: Post-run AI analysis and automatic reruns, Bitrise CI/CD integration guide, Test from specific countries using geo-location routing, MCP tools… Source: https://qa.tech/changelog/2026-06-16 --- 5 updates shipped on June 16, 2026. In this release 1. 01[Post-run AI analysis and automatic reruns](#2026-06-16-post-run-ai-analysis-and-automatic-reruns)Highlight 2. 02[Bitrise CI/CD integration guide](#2026-06-16-bitrise-cicd-integration-guide) 3. 03[Test from specific countries using geo-location routing](#2026-06-16-geo-location-routing-device-presets) 4. 04[MCP tools now describe return shapes and next steps](#2026-06-16-mcp-tools-describe-return-shapes) 5. 05[PR review bot posts new GitHub comments for status updates](#2026-06-16-pr-review-bot-new-comments-for-status) 1. Highlight Featured this release ## Post-run AI analysis and automatic reruns After each run completes, an AI agent classifies failures, re-runs flaky tests, and shows a full timeline in a new Analysis tab. When a run finishes with failures, QA.tech classifies each failing test as a real failure or a transient/platform flake and re-runs candidates automatically. Set the budget under Project Settings → General → "Automatic reruns" (Off, or 1–3 attempts per test per run). The "Analysis" tab on the run results page shows a chronological timeline of per-test classifications with reasoning, which tests were re-run, and settled outcomes. When the agent has a specific recommendation – like splitting a test that keeps hitting the step limit – it shows a "Fix in chat" button that opens the assistant prefilled with context. [\# Direct link](#2026-06-16-post-run-ai-analysis-and-automatic-reruns) 2. Update 02 of 05 ## Bitrise CI/CD integration guide New docs page for integrating QA.tech into a Bitrise pipeline for APK, IPA, and web app builds. Covers Android APK and iOS IPA upload-and-run flows, a plain HTTP trigger for web apps, and a polling recipe for using QA.tech as a release gate before a store submission. Linked from the CI/CD integration overview on docs.qa.tech. [\# Direct link](#2026-06-16-bitrise-cicd-integration-guide) 3. Update 03 of 05 ## Test from specific countries using geo-location routing Device presets now accept a region – US, UK, or Germany – and route the test browser through a residential proxy in that country. Select a region on any device preset to run the test through a residential/ISP proxy in that country. Locale and timezone follow the region automatically, so you get a full market simulation without configuring them separately. [\# Direct link](#2026-06-16-geo-location-routing-device-presets) 4. Update 04 of 05 ## MCP tools now describe return shapes and next steps Every create\_\* and start\_\* MCP tool now documents what it returns and which tool to call next. Each tool's description ends with a `Returns: { ... }` line matching the actual response shape and, for async operations, a `Next:` hint pointing at the right polling tool – for example, `start_run` → `get_run`. AI coding agents can chain calls without a discovery round-trip. [\# Direct link](#2026-06-16-mcp-tools-describe-return-shapes) 5. Update 05 of 05 ## PR review bot posts new GitHub comments for status updates QA.tech now posts a new comment on a pull request for each status update, instead of editing the previous one. GitHub notifies reviewers on new comments but not on edits – status updates now show up in the notification feed. [\# Direct link](#2026-06-16-pr-review-bot-new-comments-for-status) ## Your team moves fast. Can your testing keep up? 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