February 2026 at MTES-MCT/monitorfish delivered notable stability improvements, data quality enhancements, and performance optimizations. The team prioritized UI/UX reliability, robust data validation, vessel list hygiene, and test stability, aligning technical work with business value such as improved decision-making, reduced data defects, and faster deployment readiness. Notable outcomes included cleaner dashboards, more accurate risk/threat representations, and a more reliable CI pipeline with linting and tests.

In January 2026, MTES-MCT/monitorfish delivered a broad set of features, substantial reliability improvements across the test suite, and enhanced risk analytics and data quality. The team improved UI readability, data validation, and developer experience, enabling faster, safer releases and more accurate risk assessment.

December 2025 monthly summary for MTES-MCT/monitorfish focusing on delivering business value through threat-aware alerts, data model improvements, backend and UI optimizations, and improved test reliability. The team advanced threat handling, refined infractions data workflows, and stabilized the end-to-end pipeline, enabling faster decision-making and more robust operations across monitoring, risk assessment, and regulatory compliance. A mix of feature work, refactors, and CI/test stabilization reduced risk for production releases and positioned the product for scalable growth.

Month 2025-11 summary for MTES-MCT/monitorfish: Delivered targeted improvements across data model, code organization, test automation, observability, and DB resilience. Focused on business value through faster data queries, more reliable deployments, and improved developer experience.

October 2025 — MTES-MCT/monitorfish delivered significant performance, security, and reliability improvements across runtime, infrastructure, and integration layers. Core runtime and environment upgrades (Zod v4, 8GB heap, expanded Node space) increase capacity and validation safety; backend modernization (Spring Boot 3.4.1 and Keycloak 26) enhances security and maintainability. Infra hygiene improved with Docker Compose reliability work and a typo fix to prevent misconfigurations. Validation/typing fixes across Zod, Formik, and imports reduced runtime errors and improved developer experience. Cypress E2E stabilization and frontend test reliability boosted release confidence, while regional and integration enablement (Polynesie region, Cerbere integration support) expanded market reach and partner readiness. These efforts collectively reduce cycle time, improve system reliability, and provide a solid foundation for upcoming features.

September 2025 MTES-MCT/monitorfish monthly summary focusing on features delivered, major bugs fixed, impact, and technologies demonstrated. The team delivered significant vessel data and alerting capabilities, improved stability and security, and expanded automated testing, enabling safer operations and faster decision-making across maritime assets.

For 2025-08 MTES-MCT/monitorfish, delivered and iterated on analytics/data workflow features, stabilized testing/CI, and improved data quality. The month included experiments with air-related analytics in Activity Reporting, usability improvements for vessel search, and core data handling enhancements that reduced noise and improved ingestion. Several architectural and analytics observability improvements extended maintainability and business insight.

July 2025 monthly summary for MTES-MCT repositories (monitorenv and monitorfish). The month focused on delivering stability, security, and deployment improvements across both services, with targeted UX enhancements and expanded monitoring capabilities to drive business value and reduce operational risk. 1) Key features delivered - monitorenv: Dependabot Configuration Cleanup to streamline automated dependency management. Commit: dcfccefc4a3be260a337caf05a26a3b74789b9d5. - monitorfish: UI/UX improvements for groups/logs, including new group colors and enhanced fleet segment display; improved display of boss contact from last logbook message and clearer silenced-alert UI. Commits: fb6dea89236e0b8a8eb7627c588e480bfd5ff0b0; ef1ef89dc9996e7b43d89453adf24721138eb113; f7a7f591dd1e9eee30ac541f15fd6d0912939013; b6410a7e39a6434144975c7bf6f7666aaad9a014. - monitorfish: Authentication and twelve-factor backend upgrade by switching to OIDC with client secret and refactoring the backend for twelve-factor principles. Commit: 025ff5a3bc61a41a838af88940be101bcf292433. - monitorfish: Deployment and Docker configuration updates; Dockerfile and docker-compose refinements to improve deployment reliability. Commits: 7818020608158ec16d8deea1f4a7711155cfed29; 673411b06e99c824871190c71ae6bc7de2ed29c0. - monitorfish: Container/docker-related enhancements for Spring OIDC, image naming corrections in Cypress/docker setups, and related adjustments to support smoother deployments. Commits: c379cfacb7adf83f1b9b1e09bc7c60e3aeca34b1; b9d70a60420a09dc0dd42197bc7556cc406c04db; 23f53864007d927c4ffc6f76d6618bde0c7f0775; 62b96c11e3b3060ba79342fc189b5594777a5026. - monitorfish: Monitoring URL incorporation to strengthen monitoring integration and observability. Commit: 63470c1d1a38ef5b83118ce18663160ff7dd1804. - monitorfish: OIDC runtime mode and endpoint configuration for flexibility (run without OIDC; externalize endpoints). Commits: 805fd3a8d58aacc6f609fccb1d9e7e30f57e16a1; 8f32a74f52146e56271e2b9dcf0dbdfa247dda03. - monitorfish: Data-model/UI enhancements including replacing profile with siret + email, archiving date in reportings, and logbook resume UI improvements. Commits: 12ca566b684cdbaf4c6df3567734dac3ec8e847b; 363d8df260dcfcd47c747bc6492c1fe9041dace2; 58bb6c8401f9e6c4cf4c56b17201b9ad6fe83e97; a8233b1abdcbac2099f9bba720044670a61a4621. - monitorfish: Feature flag for Kepler and new feature descriptions; unknown vessel name input; login background update; and related UX/story improvements. Commits: f3824f5d7436fbcab3c7613da56fee46c32bac71; ebd664b32b6b2f2954f7b73d04fdbac08d0521b; e1c979b273d07135743855c8600898a9e9ba5718; 0d2bec9d06269f67b62738e4e1c6421e86c7c18b. 2) Major bugs fixed - monitorfish: Dynamic groups stability fixes (species handling, last position filter in vessel groups, avoidance of useForceUpdate infinite loop) to stabilize dynamic group behavior and Cypress tests. Commits: 361504d62026a1794475a0b1c3c9817f076ca4bf; d02b9e95362dc2cb8cdc7f0934b0afd78a1c9f48; 85a7cd2fcbea8af7dc38461389cc63c002c8c3fc; 8ad0cd4674a4702db82fc5de794ff6ef3702b1f3; 27cf086036b5aec65ee9f0b75c14dfabd42856b8. - monitorfish: Logbook tests and code quality fixes (logbook raw test; linter issues). Commits: 05faa1463a8155901fd0e64a63a194a232df9fe7; b5f16927703c1957f3e1a20b465ba3b29d9882ab. - monitorfish: Trip filtering fix when LAN-only messages fall inside date range. Commit: a5769a92af21868c89772baa24ac161d19ed087c. - monitorfish: Cross-browser/test reliability improvements (Firefox/CDP version usage adjustments; Cypress scroll fixes). Commits: 0a5a085655234fe32ead707100a4b015ad9f60bf; 35b253ba2959d4f99a8cefc19557c622aa6b73f6. - monitorfish: UI/test reliability improvements including Cypress test cleanup and escaping the administrative URL to prevent navigation issues; timing race fixes in UI. Commits: 4c3695a7e0ade55fad992ab3c0da30139d519567; 45ea4f7bcc34a35a5546a88974dc4633b22b3307; f8c8601096f87dfbb49babc9b055b317fbfc01e5; 2daa20a66e8058d361a18f4544dbf159cf00b249. - monitorfish: Vessel images fetch path fixes with service worker; vessel groups computation fixes; Cypress test cleanup and related robustness work. Commits: 3fce8644bb6bc09a26fde697cbcaed4925c08c03; 9c826f376ac6500e7575a181a179609555cb6613; 4c3695a7e0ade55fad992ab3c0da30139d519567. 3) Overall impact and accomplishments - Strengthened security and scalability with OIDC-based authentication, twelve-factor backend refactor, and externalized endpoints, enabling safer deployments and easier compliance with modern cloud best practices. - Improved deployability and observability through Docker/Docker-Compose refinements and MonitorEnv URL integration, boosting CI/CD reliability and monitoring visibility. - Enhanced user experience and operational clarity with UI/UX enhancements, new group colors, better log/group displays, archiving support, and improved logbook visualization. - Reduced operational risk and QA overhead via targeted testing improvements, lint fixes, and cross-browser stability work, resulting in more predictable releases and fewer flaky tests. 4) Technologies and skills demonstrated - Identity and access management: OIDC, Keycloak naming adjustments, and runtime mode configurability. - Cloud-ready architecture: twelve-factor backend hardening and environment/configuration management. - Deployment and packaging: Docker, Dockerfile, docker-compose, Cypress Docker setup, and Spring OIDC integration. - Frontend/UI: RSuite upgrade, UI/UX enhancements, unknown vessel name input, feature flag management, and login UI improvements. - Testing and quality: Cypress end-to-end tests, linting, test refactors, and cross-browser reliability improvements.

June 2025 Monthly Summary – MTES-MCT/monitorfish Key features delivered (business value and user impact): - Cypress test stabilization and maintenance: cleaned up outdated plugin snapshot, fixed flaky tests, and adjusted timeouts/waits to reduce flakiness in CI, enabling more reliable releases. Commits include 86be4d2..., 439f2acd..., 99055dec..., 917a433f..., 629cb05f... - User authorizations and shared vessel groups: added service to user authorizations table and introduced shared vessel groups to improve access control and collaboration across teams. Commits 96960dc5..., ce4870c869c7... - VisioCaptures data fetch and cache update: expanded fetch to cover 12 months and updated cache strategy, with improved visibility into VisioCaptures data; commits ebda21c9..., 709fccc7... - Alert system improvements: richer alert descriptions, refactored pending alerts list, and displayed alert rules to improve operator situational awareness; commits 30917748..., 085e5675..., e21e74db... - Bottom trawling alerts: backend/frontend support for bottom trawling alerts to enhance monitoring coverage; commit 5d5559d49696... - Mission Actions UI – delete confirmation: added confirmation modal to prevent accidental deletions, reducing data loss risk; commit 7164cc76aa64... - Matomo analytics: track saving an interest point for improved user behavior insights; commit 928c250b6909... - Vessel groups: download button addition to streamline data extraction for external users; commit d98cb12f039d... Major bugs fixed: - Revert performance improvement for préavis query (#4299) to avoid unintended side effects; commit 0779f7b8d454... - Custom zone creation fix to ensure proper handling/validation; commit b68d24b10b7d... - UI banners and acknowledge handling fixes (Flux COR messages); commits 9c8504844a6b..., 898da9f819ef... - Sentry arg deprecation fix (version arg); commit 95870831828e0c02... - Cypress test stabilization and related adjustments to restore stability; commits 885d8b21934d..., 4ba180871ccb..., ee535e133fab... - Backend linting to enforce style and catch issues; commit b45533d54b1e... - Mission actions PATCH endpoint fix; commit 9f9d3b820b264... - Cleanup of unused code paths; commit 4c63e9d5ee8a... - UI/date/components fixes (date picker, spinner loader, etc.); commits 957afe80e69e..., d0c2362d82f3..., etc. - Risk factor calculation bug fix; commit e4f85124eaf7589... - Issuer-uri re-add to restore authentication/identity flow; commit 05930309fbd569... Overall impact and accomplishments: - Significantly improved release readiness through more stable end-to-end tests, more reliable data processing, and clearer alerting, enabling faster deployment cycles with reduced post-release hotfixes. - Strengthened data integrity and risk analysis workflows (risk factors, last positions data) and improved user collaboration via shared groups and authorizations. - Enhanced observability and analytics (Matomo events) to inform product decisions and UX refinements. Technologies and skills demonstrated: - End-to-end testing discipline with Cypress: stabilization, CI reliability, test data handling - Backend and data reliability: linting, query improvements, safe rollbacks, refactors - Data caching and fetch optimization (VisioCaptures) - UI/UX enhancements and accessibility improvements (forms, banners, delete confirmations) - Security/auth workflow robustness (issuer-uri handling and auth services)

Summary for MTES-MCT/monitorfish for May 2025: Delivered visibility and performance improvements through active-vessel integration, UI enhancements, and network efficiency gains; fixed critical data integrity issues affecting vessel edits and filtering; expanded test coverage to stabilize releases. Delivered features with measurable business impact: improved fleet visibility, reduced payload, and stronger data consistency across APIs and UI.

April 2025 focused on delivering scalable Vessel Groups workflows and strengthening data reliability in Monitorfish. Key API/UI enhancements, enriched filtering and governance around vessel groups, and targeted performance improvements enabled faster, more accurate group-based vessel tracking for operators and backoffice users. A robust QA and maintenance pattern reduced drift and prepared the platform for stronger collaboration with fixed vessel groups and backoffice processes.

Monthly summary for MTES-MCT/monitorfish - March 2025 (2025-03). Focused on delivering reliable UI features, stabilizing end-to-end tests, and strengthening data pipelines. Highlights include logbook overlays refactor, vessel use-case refactor, loader UX enhancements, Cypress test stabilization, and vessel groups data model with APIs.

February 2025: Delivered stability, performance, and API modernization for monitorfish. Key features include RTK API migration for beacon malfunctions and last vessels, backend migration of last-positions compute to speed first-load, and Zod-based input validation. Major fixes addressed container image upload/download, imports and migrations cleanup, and testing reliability. The month results in faster deployments, improved data integrity, and a better user experience through UI refinements and performance optimizations across frontend and backend.

January 2025 monthly summary for MTES-MCT/monitorfish: Delivered key features and reliability improvements across fleet segmentation, gear data validation, and test stability. Achieved notable business value by improving fleet segment accuracy and performance, reducing test maintenance, and modernizing APIs.

December 2024 monthly summary for MTES-MCT/monitorfish focused on delivering business value through performance, reliability, and maintainability gains. The month featured substantial feature work, critical bug fixes, UI/UX refinements, and code quality improvements that reduce release risk and accelerate future development.

November 2024 focused on stabilizing core data flows, expanding the API/data model, and raising quality across frontend and tests. Key delivery includes core stability and data integrity fixes, database and API enhancements (producer organization membership table, APIs, data table/upload support), UI/UX improvements (hors facade menu for alerts/reportings, login UI update) and broad testing/quality improvements (use-case tests, Cypress tests, test suite alignment). Observability and reliability strengthened with Sentry integration via Vite and auth error suppression. Additional robustness came from code cleanup, refactor, linting, and environment/config improvements (proxy/env vars, non-proxy hosts, useReactTable migration).

2024-10 monthly summary for MTES-MCT/monitorfish: Delivered a focused improvement to alert lifecycle by replacing archiving with in-place deletion for MISSING_FAR_48_HOURS_ALERTs, accompanied by a data cleanup migration, UI/backend flow adjustments, and test refinements. The changes reduce data clutter, improve alert accuracy, and lay groundwork for more reliable downstream analytics. Notable commits include deletion in place of archive, test refactor, and data migration strategies, plus removal of an obsolete migration to keep migrations coherent.