Month: 2026-07 – milaboratory/platforma performance summary. Key features delivered: - Resource Formula DSL and Fluent API for Compute Resource Management: introduced a fluent API for resource formulas and a DSL to define compute resources (CPU, RAM, GPU) in workflows, enabling centralized resource declarations and metric-driven, dynamic allocation through fluent chaining. Representative commits include MILAB-6480: workflow tengo formulas fluent API (faf4a63a67d55bf170bcdf1afcbd5c6f2734b0ab) and follow-ups that re-applied the API surface and refined state management (8bbf418ba43afa36c5fd83c287701b9efe6f2ffd; 4f57e3f7fdcfa4b335e4e29f168f9a3cda5b4d3d). Changes also addressed state clearing and floor handling for RAM/VRAM (4f57e3f7...). The DSL was migrated to a fluent-only approach with new chain methods (dividedBy, gt, and/or, when/otherwise) and tests/templates updated (24bb9e0655b3ee9682da1969b50c3e4c22e0e603; a3b3a9a7f594f3b055d0d3c6b76deb3f719c31ad; 4499369a22fb6aa253c1252892dbddf4f3bb1e30). Major bugs fixed: - Rollback of Fluent API Changes for Resource Formulas: revert MILAB-6480 fluent API changes to restore stability and avoid stale resource state leakage (commit a01e228c7eeb68a3f2baf9effb328277e9e79170). - CI/CD Release Build Environment Fix: corrected the environment variable for uploading release binaries to ensure successful builds in the release pipeline; release artifacts now publish via the turbo build task using PL_RELEASE_BINARY_UPLOAD_URL (commit 7bd1f3c65e2a8a4894f26c5b5ed6ff7ff611bd26). Overall impact and accomplishments: - Stabilized resource management state, preventing stale state and misconfigured quotas; improved correctness around per-dimension resource declarations and floor handling; ensured release artifacts are reliably published to the registry in CI. - The changes demonstrate end-to-end capability: design of a fluent DSL, migration/testing, sensitive rollbacks when necessary to protect production stability, and reliable release automation. Technologies/skills demonstrated: - Fluent API design and DSL modeling, per-dimension resource management, validation and clamping invariants, and template-driven test migrations. - Strong CI/CD troubleshooting: environment variable hygiene, release workflow reliability, and artifact publishing. - Change management, code reviews, and clear change-set documentation.

June 2026 (milaboratory/platforma): Delivered significant improvements in WebAssembly asset handling for templates and enhanced the Docker development workflow, delivering tangible business value through smaller payloads, faster deployments, and more reliable dev iterations. Key outcomes include gzip-compressed WASM artefacts in template packs with per-file payload caps, ensured proper hashing and inclusion of Wasm dependencies during template uploads, and propagation of wasm dependencies through the cached template upload path. Docker workflow improvements reduced noise from builds/pushes, introduced deterministic digests for dev iterations, improved deployment feedback and logs, and standardized scripts and messaging. Additionally, post-push visibility was enhanced by surfacing the public ECR gallery URL and shipping a release changeset. These changes strengthen deployment reliability, reduce network transfer and build times, and improve developer productivity and traceability.

May 2026 focused on delivering end-to-end WASM support across the platforma family, improving runtime safety, governance of capabilities, and the testing foundation to de-risk WASM adoption. Key work spans runtime integration, capability lifecycle, backend alignment, and rigorous testing, with emphasis on delivering business value through reliable, scalable WASM-enabled templates and blocks.

October 2025: Implemented system certificate trust (MI_USE_SYSTEM_CA) across MiXCR workflows in the platforma-open/mixcr-clonotyping repository. This feature enables workflows to trust system-installed certificates, reducing external-resource access failures and improving security. The change was propagated across multiple workflow templates to ensure consistent certificate handling and reliable operation in production.

September 2025: Key features delivered include Resource-Aware Clonotype Clustering with OS-level limits (get_os_limits) integrated into run_clonotype_clustering, improving stability under heavy workloads. Major bugs fixed include OS compatibility checks for differential expression analysis to prevent execution on unsupported operating systems. Overall impact: enhanced stability, predictable resource usage, and safer cross-platform operation, enabling scalable analyses with lower risk of runtime failures. Technologies/skills demonstrated: OS-level resource governance, environment checks, cross-repo collaboration, and robust commit-based traceability.

July 2025: Delivered reliability and configurability improvements across mixcr-clonotyping and mixcr-shm-trees, focusing on memory management, per-process resource configurability, and cross-workflow collision prevention. Strengthened pipeline stability, resource utilization, and maintainability with clear traceability to MILAB-1389.

June 2025 monthly recap focused on delivering high-value features, stabilizing operations, and improving data integrity and deployment flexibility across three repos. Highlights include a memory-management enhancement for MiXCR, robust CID-conflict handling with environment-driven configuration, and a data-integrity fix for specification handling.

February 2025 monthly summary for milaboratory/platforma: Delivered two primary improvements: monetization test enablement and repository hygiene enhancements. Work aligned with MILAB-1389, focusing on enabling monetization-related JWT test coverage and strengthening repository maintenance. Impact includes improved CI reliability for monetization tests, faster onboarding due to clearer docs, and stabilized changeset workflow.