DataRecce/recce
Nov 2024 – Jan 2026
15 Months active
Languages Used
JavaScriptPythonReactTypeScripttsxSQLCSSMarkdown
Technical Skills
API DesignAPI IntegrationBackend DevelopmentChakra UICode RefactoringComponent Architecture
popcorny
PROFILE
Popcorny
Celu developed and maintained the DataRecce/recce repository over 15 months, delivering 155 features and resolving 96 bugs to advance data lineage, validation, and analytics tooling. He engineered robust backend and frontend systems using Python, React, and TypeScript, focusing on modular API design, lineage graph computation, and automated data quality checks. His work included building AI-assisted validation flows, modernizing lineage APIs, and implementing cloud integration for artifact management. Celu emphasized maintainability through extensive refactoring, rigorous unit testing, and CI/CD improvements. The resulting platform improved data governance, observability, and developer productivity, demonstrating technical depth across backend, UI, and DevOps domains.
Overall Statistics
Feature vs Bugs
62%Features
Repository Contributions
472Total
Bugs
96
Commits
472
Features
155
Lines of code
34,402
Activity Months15
Your Network
14 peopleSame Organization
@infuseai.io3
Work History
January 2026
9 Commits • 6 Features
Jan 1, 2026January 2026 monthly summary for DataRecce/recce: Focused on reliability, maintainability, and developer experience. Implemented graceful MCP server shutdown with state export and a state_loader for graceful termination, enhanced datetime handling with UTC ISO parsing, restructured the recce-cloud codebase into recce_cloud with improved testing and a dedicated CI workflow, strengthened versioning to rely on package metadata and support nightly/official names, and added RECCE_API_TOKEN environment variable support with clearer authentication errors. Also introduced upload session completion notification to trigger AI-generated summaries with robust API error handling, strengthening Recce Cloud integration.
9 Commits • 6 Features
Jan 1, 2026January 2026 monthly summary for DataRecce/recce: Focused on reliability, maintainability, and developer experience. Implemented graceful MCP server shutdown with state export and a state_loader for graceful termination, enhanced datetime handling with UTC ISO parsing, restructured the recce-cloud codebase into recce_cloud with improved testing and a dedicated CI workflow, strengthened versioning to rely on package metadata and support nightly/official names, and added RECCE_API_TOKEN environment variable support with clearer authentication errors. Also introduced upload session completion notification to trigger AI-generated summaries with robust API error handling, strengthening Recce Cloud integration.
January 2026
December 2025
13 Commits • 6 Features
Dec 1, 2025December 2025 monthly summary for DataRecce/recce focusing on feature delivery, reliability improvements, and business impact. Delivered enhanced lineage and value diff reporting, improved usability via sensible defaults, expanded MCP check management with JSON results, and strengthened safety around lineage/schema operations. These changes collectively improve data lineage traceability, reduce manual configuration, and enable more reliable automated checks and diff insights.
December 2025
13 Commits • 6 Features
Dec 1, 2025December 2025 monthly summary for DataRecce/recce focusing on feature delivery, reliability improvements, and business impact. Delivered enhanced lineage and value diff reporting, improved usability via sensible defaults, expanded MCP check management with JSON results, and strengthened safety around lineage/schema operations. These changes collectively improve data lineage traceability, reduce manual configuration, and enable more reliable automated checks and diff insights.
November 2025
37 Commits • 13 Features
Nov 1, 2025November 2025 focused on stabilizing data lineage tooling, expanding Recce capabilities, and improving observability and maintainability. Key deliverables include Recce MCP server mode with request/response logging, lineage processing enhancements (simplified get_lineage and lineage transformation) with dataframe-backed lineage outputs/nodes for easier analysis, and API/tooling refinements (lineage_diff rename/refinement with offloaded context). UI improvements for readability and a health-check endpoint, along with essential maintenance tasks (dependency updates, unit tests, and improved logging). These changes collectively strengthen data lineage accuracy across packages, improve runtime observability, and reduce operational risk in deployment and daily use.
37 Commits • 13 Features
Nov 1, 2025November 2025 focused on stabilizing data lineage tooling, expanding Recce capabilities, and improving observability and maintainability. Key deliverables include Recce MCP server mode with request/response logging, lineage processing enhancements (simplified get_lineage and lineage transformation) with dataframe-backed lineage outputs/nodes for easier analysis, and API/tooling refinements (lineage_diff rename/refinement with offloaded context). UI improvements for readability and a health-check endpoint, along with essential maintenance tasks (dependency updates, unit tests, and improved logging). These changes collectively strengthen data lineage accuracy across packages, improve runtime observability, and reduce operational risk in deployment and daily use.
November 2025
October 2025
14 Commits • 4 Features
Oct 1, 2025October 2025 performance summary for DataRecce/recce: Focused on delivering AI-assisted data validation capabilities, UX improvements, and robust testing across DBT versions, driving faster data quality insights and more reliable CI. Key features delivered and major outcomes include: MCP Server and Tooling with CLI and server logic enabling AI assistants and tools to validate Recce data (lineage diff, row count diff, query execution, profile diff) with a stdio-based interface for seamless external system integration and session-based state loading. Claude Code integration documented with CLAUDE.md and the reintroduction of the import command to load user preferences from the home directory. Auto-enablement of cloud and review modes when a session ID or share URL is provided, streamlining user workflows. Robust user profile loading to prevent CI failures by generating a new profile when loading yields None. Improvements to testing infrastructure and DBT compatibility to support asyncio tests, conditional MCP tests, and broader DBT version coverage including DBT 1.9 (with removal of DBT 1.5).
October 2025
14 Commits • 4 Features
Oct 1, 2025October 2025 performance summary for DataRecce/recce: Focused on delivering AI-assisted data validation capabilities, UX improvements, and robust testing across DBT versions, driving faster data quality insights and more reliable CI. Key features delivered and major outcomes include: MCP Server and Tooling with CLI and server logic enabling AI assistants and tools to validate Recce data (lineage diff, row count diff, query execution, profile diff) with a stdio-based interface for seamless external system integration and session-based state loading. Claude Code integration documented with CLAUDE.md and the reintroduction of the import command to load user preferences from the home directory. Auto-enablement of cloud and review modes when a session ID or share URL is provided, streamlining user workflows. Robust user profile loading to prevent CI failures by generating a new profile when loading yields None. Improvements to testing infrastructure and DBT compatibility to support asyncio tests, conditional MCP tests, and broader DBT version coverage including DBT 1.9 (with removal of DBT 1.5).
September 2025
4 Commits • 1 Features
Sep 1, 2025September 2025 DataRecce/recce monthly performance: Delivered core feature in telemetry and improved data reliability through encoding standardization. Implemented UTF-8 enforcement for all text I/O, with a minor cleanup in StateSynchronizer. Enhanced dbt adapter telemetry by adding warehouse_type to event tracking with dynamic retrieval and graceful fallback. Added a UI/data artifact improvement to ensure latest artifacts are downloaded when launching by snapshot id, improving reliability for artifact reloads. Overall impact is stronger observability, fewer encoding-related issues, and more resilient analytics with clear business value.
4 Commits • 1 Features
Sep 1, 2025September 2025 DataRecce/recce monthly performance: Delivered core feature in telemetry and improved data reliability through encoding standardization. Implemented UTF-8 enforcement for all text I/O, with a minor cleanup in StateSynchronizer. Enhanced dbt adapter telemetry by adding warehouse_type to event tracking with dynamic retrieval and graceful fallback. Added a UI/data artifact improvement to ensure latest artifacts are downloaded when launching by snapshot id, improving reliability for artifact reloads. Overall impact is stronger observability, fewer encoding-related issues, and more resilient analytics with clear business value.
September 2025
August 2025
33 Commits • 8 Features
Aug 1, 20252025-08 Monthly Summary for DataRecce/recce focusing on business value and technical achievements. Highlights include implementation of the Snapshot Upload and Launch Flow, run mode/server behavior enhancements, extensive refactors to state and cloud state handling, cloud loader cleanup removing S3-specific code, and expanded unit test coverage across cloud, file loaders, and snapshot flows. Delivered features and fixes that improve reproducibility, deployment readiness, reliability, and maintainability.
August 2025
33 Commits • 8 Features
Aug 1, 20252025-08 Monthly Summary for DataRecce/recce focusing on business value and technical achievements. Highlights include implementation of the Snapshot Upload and Launch Flow, run mode/server behavior enhancements, extensive refactors to state and cloud state handling, cloud loader cleanup removing S3-specific code, and expanded unit test coverage across cloud, file loaders, and snapshot flows. Delivered features and fixes that improve reproducibility, deployment readiness, reliability, and maintainability.
July 2025
18 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for DataRecce/recce focusing on data lineage analytics enhancements and developer experience improvements.
18 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for DataRecce/recce focusing on data lineage analytics enhancements and developer experience improvements.
July 2025
June 2025
49 Commits • 8 Features
Jun 1, 2025June 2025 highlights a set of high-impact features, API modernization, and quality improvements across DataRecce/recce. Key outcomes include end-to-end support for the Impact Radius feature (backend, UI, and analysis integration), modernization of CLL graphs and lineage APIs, and strengthened testing and UI reliability. Delivered robust changes with measurable business value, including more accurate risk assessment visuals, more stable data pipelines, and improved developer productivity through linting and unit tests.
June 2025
49 Commits • 8 Features
Jun 1, 2025June 2025 highlights a set of high-impact features, API modernization, and quality improvements across DataRecce/recce. Key outcomes include end-to-end support for the Impact Radius feature (backend, UI, and analysis integration), modernization of CLL graphs and lineage APIs, and strengthened testing and UI reliability. Delivered robust changes with measurable business value, including more accurate risk assessment visuals, more stable data pipelines, and improved developer productivity through linting and unit tests.
May 2025
45 Commits • 19 Features
May 1, 2025May 2025 — DataRecce/recce delivered targeted feature enhancements, stability improvements, and a major refactor to improve data exploration, lineage accuracy, and maintainability. Notable deliverables include a revamped node selection/actions experience, advanced query and filtering capabilities, a major codebase refactor with API updates, environment simplification and type-safety improvements, and enhanced data-model dependencies (model-to-column) with CLL integration and SQL feature support. These changes underpin faster analytics, more reliable lineage, and reduced operational overhead, backed by expanded unit tests and focused UI fixes.
45 Commits • 19 Features
May 1, 2025May 2025 — DataRecce/recce delivered targeted feature enhancements, stability improvements, and a major refactor to improve data exploration, lineage accuracy, and maintainability. Notable deliverables include a revamped node selection/actions experience, advanced query and filtering capabilities, a major codebase refactor with API updates, environment simplification and type-safety improvements, and enhanced data-model dependencies (model-to-column) with CLL integration and SQL feature support. These changes underpin faster analytics, more reliable lineage, and reduced operational overhead, backed by expanded unit tests and focused UI fixes.
May 2025
April 2025
63 Commits • 24 Features
Apr 1, 2025April 2025 monthly summary for DataRecce/recce focusing on technical depth and business impact. Highlights include substantial SQL engine enhancements enabling more expressive analytics, expanded test coverage to ensure reliability, and a suite of API/data-model and UI stability improvements that collectively improve data governance, accuracy, and user productivity.
April 2025
63 Commits • 24 Features
Apr 1, 2025April 2025 monthly summary for DataRecce/recce focusing on technical depth and business impact. Highlights include substantial SQL engine enhancements enabling more expressive analytics, expanded test coverage to ensure reliability, and a suite of API/data-model and UI stability improvements that collectively improve data governance, accuracy, and user productivity.
March 2025
50 Commits • 13 Features
Mar 1, 2025Monthly summary for DataRecce/recce - 2025-03 Overview: Delivered key CLL enhancements, UI usability improvements, and strengthened testing/CI for stable delivery. The changes improve data lineage clarity, reduce user interaction friction, and raise code quality and test coverage, enabling faster iterations and reduced production risk.
50 Commits • 13 Features
Mar 1, 2025Monthly summary for DataRecce/recce - 2025-03 Overview: Delivered key CLL enhancements, UI usability improvements, and strengthened testing/CI for stable delivery. The changes improve data lineage clarity, reduce user interaction friction, and raise code quality and test coverage, enabling faster iterations and reduced production risk.
March 2025
February 2025
38 Commits • 9 Features
Feb 1, 2025February 2025 (DataRecce/recce): Delivered foundational data-lineage capabilities, enhanced transformation tracking, and UI/UX improvements that collectively increase governance, observability, and user productivity. Key work focused on column lineage (CLL) enhancements, robust CLL core/UI, and refactoring that improves maintainability and dependency hygiene. Also enabled performance evaluation avenues and raised code quality through linting and tests. Business value and impact: - Strengthened data lineage and governance with a POC for column-level lineage (CLL) and its relocation into a shared util, reducing technical debt and enabling easier maintenance and extension. - Enhanced end-to-end lineage tracking with CLL integrated into the lineage flow (get_lineage), including CTE handling and dependency deduping to ensure reliable, scalable lineage computation. - Improved data transformation observability by introducing a transformation framework with type metadata for richer auditing and tracking of data workflows. - Elevated UX and operational efficiency with CLL core/UI enhancements, a feature-flag for controlled rollout, and default enablement plus single-column mode support and updated layouts. - Accelerated experimentation and performance evaluation by implementing SQL optimizer bypass to explore alternative execution paths. - Improved reliability, quality, and developer productivity through UI hints, wording improvements, demo sites (pr44), test enablement, lint cleanup, and targeted bug fixes across the UI and data path. Technologies and skills demonstrated: - Refactoring and utilities extraction (CLL logic moved to util) - Frontend and UI/UX enhancements (CLL UI, hints, demo sites) - Data lineage and transformation tracking (CLL, transformation metadata) - Testing and quality practices (tests enabled, lint fixes) - Performance and reliability fixes (PK dropdown, borders, hover, reset logic)
February 2025
38 Commits • 9 Features
Feb 1, 2025February 2025 (DataRecce/recce): Delivered foundational data-lineage capabilities, enhanced transformation tracking, and UI/UX improvements that collectively increase governance, observability, and user productivity. Key work focused on column lineage (CLL) enhancements, robust CLL core/UI, and refactoring that improves maintainability and dependency hygiene. Also enabled performance evaluation avenues and raised code quality through linting and tests. Business value and impact: - Strengthened data lineage and governance with a POC for column-level lineage (CLL) and its relocation into a shared util, reducing technical debt and enabling easier maintenance and extension. - Enhanced end-to-end lineage tracking with CLL integrated into the lineage flow (get_lineage), including CTE handling and dependency deduping to ensure reliable, scalable lineage computation. - Improved data transformation observability by introducing a transformation framework with type metadata for richer auditing and tracking of data workflows. - Elevated UX and operational efficiency with CLL core/UI enhancements, a feature-flag for controlled rollout, and default enablement plus single-column mode support and updated layouts. - Accelerated experimentation and performance evaluation by implementing SQL optimizer bypass to explore alternative execution paths. - Improved reliability, quality, and developer productivity through UI hints, wording improvements, demo sites (pr44), test enablement, lint cleanup, and targeted bug fixes across the UI and data path. Technologies and skills demonstrated: - Refactoring and utilities extraction (CLL logic moved to util) - Frontend and UI/UX enhancements (CLL UI, hints, demo sites) - Data lineage and transformation tracking (CLL, transformation metadata) - Testing and quality practices (tests enabled, lint fixes) - Performance and reliability fixes (PK dropdown, borders, hover, reset logic)
January 2025
23 Commits • 10 Features
Jan 1, 2025January 2025 — DataRecce/recce monthly summary focusing on delivering automated governance enhancements, performance improvements, and reliability fixes that drive business value. Key outcomes include: delivering a Breaking Change Analysis Framework with enabling support, core analysis flow, and switch controls; extending breaking-change capabilities with lineage-aware behavior during data refresh; adding lineage diff calculations plus caching for lineage data and diff results to speed up analysis and refresh cycles; integrating sqlglot as a dependency to strengthen SQL parsing accuracy; and delivering UI/UX improvements (Column Renderer Portal and enhanced tooltips) along with telemetry instrumentation to track usage and onboarding cues.
23 Commits • 10 Features
Jan 1, 2025January 2025 — DataRecce/recce monthly summary focusing on delivering automated governance enhancements, performance improvements, and reliability fixes that drive business value. Key outcomes include: delivering a Breaking Change Analysis Framework with enabling support, core analysis flow, and switch controls; extending breaking-change capabilities with lineage-aware behavior during data refresh; adding lineage diff calculations plus caching for lineage data and diff results to speed up analysis and refresh cycles; integrating sqlglot as a dependency to strengthen SQL parsing accuracy; and delivering UI/UX improvements (Column Renderer Portal and enhanced tooltips) along with telemetry instrumentation to track usage and onboarding cues.
January 2025
December 2024
33 Commits • 12 Features
Dec 1, 2024December 2024 monthly summary for DataRecce/recce focusing on delivering business value through robust data quality checks, UX improvements for analysts, and stabilized CI tooling. Highlights include a validation-driven diff-check framework with config integration and unit tests, UI/UX refinements to selector controls, CI/test stabilization, and enhanced save-rename workflows with telemetry for product analytics.
December 2024
33 Commits • 12 Features
Dec 1, 2024December 2024 monthly summary for DataRecce/recce focusing on delivering business value through robust data quality checks, UX improvements for analysts, and stabilized CI tooling. Highlights include a validation-driven diff-check framework with config integration and unit tests, UI/UX refinements to selector controls, CI/test stabilization, and enhanced save-rename workflows with telemetry for product analytics.
November 2024
43 Commits • 21 Features
Nov 1, 2024November 2024 (DataRecce/recce) delivered major UI/UX improvements, robust multi-node workflows, and enhanced data-diff capabilities. Key features and improvements were achieved through hook-based refactors, targeted UI updates, and expanded schema diff/lineage support. Notable commits underpinning the month include visibility of the value diff context menu, a complete demo site UI overhaul, multi-select node enhancements, and comprehensive multi-node action handling via hooks and action menus.
43 Commits • 21 Features
Nov 1, 2024November 2024 (DataRecce/recce) delivered major UI/UX improvements, robust multi-node workflows, and enhanced data-diff capabilities. Key features and improvements were achieved through hook-based refactors, targeted UI updates, and expanded schema diff/lineage support. Notable commits underpinning the month include visibility of the value diff context menu, a complete demo site UI overhaul, multi-select node enhancements, and comprehensive multi-node action handling via hooks and action menus.
November 2024
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Quality Metrics
Correctness88.4%
Maintainability86.0%
Architecture83.2%
Performance81.6%
AI Usage22.0%
Skills & Technologies
Programming Languages
BashCSSHTMLINIJavaScriptMarkdownPythonReactSQLShell
Technical Skills
AI CollaborationAPI DesignAPI DevelopmentAPI IntegrationAPI developmentAPI integrationAWS S3Adapter DevelopmentArtifact ManagementAsynchronous ProgrammingBackend DevelopmentBackend developmentBug FixBug FixingCI/CD
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline