January 2026 monthly summary for SocialGouv/code-du-travail-numerique. Key deliverable: Unified Search Result Data Across Interfaces. This feature unifies data retrieval so the presearch modal results align with the actual search results, providing a single source of truth and consistent user experience across search interfaces. Commit 03ba96f9d935bee96d3f3d6721cb33aef7dae656 (feat(search): use same results for presearch modal and actual search (#7061)) with co-authors Rémi Melisson and maxgfr. Impact: improves UX reliability, reduces ambiguity, and facilitates future maintenance. No major bug fixes reported this month. Technologies demonstrated: search data unification, cross-interface consistency, collaborative development, and disciplined version control.

December 2025 monthly summary for SocialGouv development teams. Delivered cross-repo improvements across cdtn-admin, code-du-travail-numerique, and srdt, focusing on data accuracy, search performance, and scalable architecture. Key outcomes include enhancing the Employment Law entity recognition dataset, introducing a dynamic search pathway with expanded presearch capabilities, applying presearch token exclusion to reduce noise, and migrating to Elasticsearch for robust data handling and improved data integrity. These efforts resulted in faster, more accurate search experiences for users and strengthened data pipelines for long-term maintainability.

Summary for 2025-09 for SocialGouv/srdt: Key feature delivery, performance improvements, and improved retrieval capabilities. No major bugs fixed this month; system stability maintained. The work delivered substantial business value through enhanced search relevance and streamlined content retrieval by ID, setting the stage for further ranking and prompt improvements.

Month: 2025-07 — Focused on strengthening data privacy workflows and expanding data ingestion capabilities for SocialGouv/srdt. Key features delivered include an NER-based anonymization workflow using a French spaCy model to replace personal information with standardized tags (replacing previous LLM-based anonymization) and a JSON parsing path for Code du Travail data to ingest and analyze code du travail. These changes enhance privacy, data quality, and analytics capabilities, with robustness improvements in the ingestion pipeline.

June 2025 performance snapshot for SocialGouv/srdt: Delivered IDCC Integration and Search/Reranking, enabling IDCC data source, pyarrow-based data handling, and dedicated API endpoints for searches and reranking. Implemented environment-based feature toggles to control rollout across development, pre-production, and production, along with model/config adjustments to improve ranking relevance. This work enhances discoverability of collective agreements and delivers more relevant results while maintaining safe, incremental rollout.