
Mikko Saarinen developed and maintained automated test infrastructure for the tiiuae/ci-test-automation repository, focusing on cross-device reliability, CI stability, and maintainability. He engineered robust Robot Framework test suites and Jenkins pipelines, introducing environment-aware tagging, device-specific skips, and resilient teardown logic to reduce flaky runs and accelerate feedback. Using Python, Groovy, and shell scripting, Mikko enhanced network, GUI, and performance testing, implemented artifact management, and streamlined SSH-based device interactions. His work addressed hardware diversity and evolving requirements through systematic refactoring, documentation, and targeted bug fixes, resulting in a mature, maintainable automation platform that improved release quality and developer velocity.

Concise monthly summary for 2025-10 highlighting key features delivered, major bug fixes, business impact, and demonstrated technologies/skills across the tiiuae/ci-test-automation repository. Focused on test stability, reliability, and platform-specific resiliency to support faster, more dependable CI feedback and higher quality releases.
Concise monthly summary for 2025-10 highlighting key features delivered, major bug fixes, business impact, and demonstrated technologies/skills across the tiiuae/ci-test-automation repository. Focused on test stability, reliability, and platform-specific resiliency to support faster, more dependable CI feedback and higher quality releases.
September 2025 monthly summary for tiiuae/ci-test-automation. Focused on stabilizing cross-hardware test results, removing deprecated components, and improving UI test reliability, with corresponding documentation updates and ticket alignment.
September 2025 monthly summary for tiiuae/ci-test-automation. Focused on stabilizing cross-hardware test results, removing deprecated components, and improving UI test reliability, with corresponding documentation updates and ticket alignment.
Monthly summary for 2025-08: tiiuae/ci-test-automation delivered reliability and performance improvements that enable faster, more stable CI runs and easier maintenance. Key changes decouple authentication from performance boot tests, harden file operations and device handling, improve test reliability for suspension scenarios, and simplify AGX network usage. The work reduces flaky outcomes, shortens test durations, and demonstrates strong automation, Linux permissions, SSH/network configuration, and test teardown discipline.
Monthly summary for 2025-08: tiiuae/ci-test-automation delivered reliability and performance improvements that enable faster, more stable CI runs and easier maintenance. Key changes decouple authentication from performance boot tests, harden file operations and device handling, improve test reliability for suspension scenarios, and simplify AGX network usage. The work reduces flaky outcomes, shortens test durations, and demonstrates strong automation, Linux permissions, SSH/network configuration, and test teardown discipline.
In July 2025, delivered Boot Time Measurement Reliability Enhancement for tiiuae/ci-test-automation, significantly improving the accuracy and robustness of boot-time metrics in the CI pipeline. The refactor adjusts search timeouts, enhances logging of journal entries on test failure, adds validation to ensure captured boot times are positive, filters out irrelevant journal lines, and strengthens overall data integrity.
In July 2025, delivered Boot Time Measurement Reliability Enhancement for tiiuae/ci-test-automation, significantly improving the accuracy and robustness of boot-time metrics in the CI pipeline. The refactor adjusts search timeouts, enhances logging of journal entries on test failure, adds validation to ensure captured boot times are positive, filters out irrelevant journal lines, and strengthens overall data integrity.
June 2025 — tiiuae/ci-test-automation: Delivered a focused set of Test Infrastructure Reliability and CI Stability Improvements that materially reduce flaky tests and CI downtime while increasing diagnosability and developer velocity. Key deliverables include a 5-minute timeout for ballooning performance tests; robust teardown with reboot/reconnect; test artifact cleanup on pass; device-specific conditional skips for known failing tests on AGX, Lenovo, and Dell (SSRCSP-6623, SSRCSP-6697, SSRCSP-6774); refactored failure inspection teardown; Dell-specific adjustments for video recording and device identification; GUI test threshold tuning for power icon; and a configurable SSH readiness timeout. These changes lowered CI failure rates, sped up feedback, and improved cross-device reliability. Commits illustrating the work include: b7e2a0c63ea2e0e6d9ab1387e95e2e553f220f09 (Add timeout for ballooning tests), 1b1271cd593dbad0ff072cb7ba0277f5bc7c0209 (Skip for known issue), 9be4d42827371d5ad3352ebf23c28fabaee944ed (Skip failing test), 985b3a4d2b99ea7bd04ace73912d959288b15e76 (Refactor failure inspection), 0fba1b8a6d4979a74251b0ffb30b01231c787bed (Skip randomly failing case).
June 2025 — tiiuae/ci-test-automation: Delivered a focused set of Test Infrastructure Reliability and CI Stability Improvements that materially reduce flaky tests and CI downtime while increasing diagnosability and developer velocity. Key deliverables include a 5-minute timeout for ballooning performance tests; robust teardown with reboot/reconnect; test artifact cleanup on pass; device-specific conditional skips for known failing tests on AGX, Lenovo, and Dell (SSRCSP-6623, SSRCSP-6697, SSRCSP-6774); refactored failure inspection teardown; Dell-specific adjustments for video recording and device identification; GUI test threshold tuning for power icon; and a configurable SSH readiness timeout. These changes lowered CI failure rates, sped up feedback, and improved cross-device reliability. Commits illustrating the work include: b7e2a0c63ea2e0e6d9ab1387e95e2e553f220f09 (Add timeout for ballooning tests), 1b1271cd593dbad0ff072cb7ba0277f5bc7c0209 (Skip for known issue), 9be4d42827371d5ad3352ebf23c28fabaee944ed (Skip failing test), 985b3a4d2b99ea7bd04ace73912d959288b15e76 (Refactor failure inspection), 0fba1b8a6d4979a74251b0ffb30b01231c787bed (Skip randomly failing case).
May 2025: Focused on increasing reliability and cross-device coverage in tiiuae/ci-test-automation. Implemented environment adaptations for AGX, Orin-NX, Dell, and Cosmic, added explicit connection steps for suspension tests, stabilized SSH/UI flows with device-specific delays, enabled on-device WiFi management during timesync tests for AGX, refactored Falcon AI tests for Cosmic, and introduced a robust timesync teardown with skip logic. Also documented currently skipped tests to improve maintainability and faster triage of flaky cases. These changes reduce CI flakiness, enable broader test coverage, and accelerate feedback for hardware-edge deployments.
May 2025: Focused on increasing reliability and cross-device coverage in tiiuae/ci-test-automation. Implemented environment adaptations for AGX, Orin-NX, Dell, and Cosmic, added explicit connection steps for suspension tests, stabilized SSH/UI flows with device-specific delays, enabled on-device WiFi management during timesync tests for AGX, refactored Falcon AI tests for Cosmic, and introduced a robust timesync teardown with skip logic. Also documented currently skipped tests to improve maintainability and faster triage of flaky cases. These changes reduce CI flakiness, enable broader test coverage, and accelerate feedback for hardware-edge deployments.
April 2025 focused on reliability improvements in CI pipelines, enhanced artifact collection and analysis readiness, and stabilization of hardware-specific tests. Delivered concrete artifacts, bug fixes, and configurability across two repos (tiiuae/ghaf-jenkins-pipeline and tiiuae/ci-test-automation), with measurable business value in faster triage, reproducible builds, and more robust test suites.
April 2025 focused on reliability improvements in CI pipelines, enhanced artifact collection and analysis readiness, and stabilization of hardware-specific tests. Delivered concrete artifacts, bug fixes, and configurability across two repos (tiiuae/ghaf-jenkins-pipeline and tiiuae/ci-test-automation), with measurable business value in faster triage, reproducible builds, and more robust test suites.
March 2025: Strengthened test automation and infrastructure across three repositories, delivering reliable network and VM tests, expanded hardware test coverage, and streamlined CI artifact handling. Key outcomes include enhanced network test reliability with timeouts and iperf checks, robust NetVM test scenarios with explicit environment tagging, and hardware management improvements (Dell on/off, Lenovo/Dell service verification). Robot Framework tests were hardened with improved VM connection handling and logging, while Jenkins pipeline artifacts were better organized and cleanup improved. Environment parity and provisioning were improved via udev serial mapping fixes and a new system user across environments. Technologies/skills demonstrated included Robot Framework, iperf/network testing, udev/device mapping, hardware test automation, and Jenkins-based CI/CD.
March 2025: Strengthened test automation and infrastructure across three repositories, delivering reliable network and VM tests, expanded hardware test coverage, and streamlined CI artifact handling. Key outcomes include enhanced network test reliability with timeouts and iperf checks, robust NetVM test scenarios with explicit environment tagging, and hardware management improvements (Dell on/off, Lenovo/Dell service verification). Robot Framework tests were hardened with improved VM connection handling and logging, while Jenkins pipeline artifacts were better organized and cleanup improved. Environment parity and provisioning were improved via udev serial mapping fixes and a new system user across environments. Technologies/skills demonstrated included Robot Framework, iperf/network testing, udev/device mapping, hardware test automation, and Jenkins-based CI/CD.
February 2025: In tiiuae/ci-test-automation, delivered stability-focused test automation enhancements including timesync tuning, memory validation expansion, and GUI test coverage improvements. These changes reduce flaky tests, improve reliability across hardware configurations (internal memory, eMMC vs external SSD), and strengthen end-to-end validation for GUI workflows, enabling faster release cycles.
February 2025: In tiiuae/ci-test-automation, delivered stability-focused test automation enhancements including timesync tuning, memory validation expansion, and GUI test coverage improvements. These changes reduce flaky tests, improve reliability across hardware configurations (internal memory, eMMC vs external SSD), and strengthen end-to-end validation for GUI workflows, enabling faster release cycles.
January 2025 monthly summary for tiiuae/ci-test-automation focused on increasing CI relevance, enabling better debugging, and stabilizing test execution. Delivered targeted changes to test tagging, added a debugging library integration, and hardened environment-specific behavior to reduce flaky runs.
January 2025 monthly summary for tiiuae/ci-test-automation focused on increasing CI relevance, enabling better debugging, and stabilizing test execution. Delivered targeted changes to test tagging, added a debugging library integration, and hardened environment-specific behavior to reduce flaky runs.
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