
Over a 13-month period, Corbish contributed to OpenFn/lightning by engineering collaborative workflow automation features and robust infrastructure improvements. He implemented real-time editing using Elixir/Phoenix and React/TypeScript, integrating Y.js for synchronized state and Playwright for end-to-end testing. Corbish refactored backend systems for concurrency control, optimized database queries with Ecto and SQL, and introduced dynamic credential management via JSONPath. His work included Docker build optimizations, CI/CD pipeline modernization, and AI-assisted workflow editing, all supported by comprehensive documentation and automated testing. These efforts enhanced deployment reliability, developer onboarding, and data integrity, reflecting a deep, iterative approach to scalable, maintainable software delivery.

October 2025 was a focused month on delivering core collaboration features, expanding test automation, and tightening developer experience for OpenFn/lightning. Key outcomes: - Collaborative Editor UX and Real-time Collaboration: Refactored the header to a store-first data flow, added an email verification banner, enabled save with validation, introduced Y.Doc-based placeholder handling, and provided robust UX for Job Inspector delete actions with keyboard shortcuts and Escape support. - End-to-End Testing Framework and Bootstrap Improvements: Introduced a Playwright-based E2E framework with a Page Object Model, added tests for workflow steps, and implemented bootstrap/test infra improvements including install-path fixes and cache cleanup. - Documentation and Developer Experience Enhancements: Updated docs for commit/get-issue commands and added Git hooks to auto-format code before committing. Major bug fixes and stability improvements: - Placeholder confirmation fix in collaborative editor to ensure deterministic saves with Y.Doc storage. - Playwright install fix to ensure reliable test setup in CI/local environments. - Detection and cleanup of stale CMake caches during bootstrap to speed up bootstrapping and reduce flaky builds. Overall impact and business value: - Accelerated feature delivery with safer deploys due to automated E2E tests and pre-commit formatting. - Improved user experience for real-time collaboration, reducing friction in workflows and enabling faster iteration. - Strengthened developer productivity and onboarding with improved documentation and hooks. Technologies and skills demonstrated: - Real-time collaboration and store-first data flow using Y.Doc; UX refinements and keyboard/shell interactions. - Playwright-based end-to-end testing with a Page Object Model; test coverage for critical workflow steps; infra hardening. - Bootstrap and CI/CD improvements; Git hooks for code quality; documentation governance.
October 2025 was a focused month on delivering core collaboration features, expanding test automation, and tightening developer experience for OpenFn/lightning. Key outcomes: - Collaborative Editor UX and Real-time Collaboration: Refactored the header to a store-first data flow, added an email verification banner, enabled save with validation, introduced Y.Doc-based placeholder handling, and provided robust UX for Job Inspector delete actions with keyboard shortcuts and Escape support. - End-to-End Testing Framework and Bootstrap Improvements: Introduced a Playwright-based E2E framework with a Page Object Model, added tests for workflow steps, and implemented bootstrap/test infra improvements including install-path fixes and cache cleanup. - Documentation and Developer Experience Enhancements: Updated docs for commit/get-issue commands and added Git hooks to auto-format code before committing. Major bug fixes and stability improvements: - Placeholder confirmation fix in collaborative editor to ensure deterministic saves with Y.Doc storage. - Playwright install fix to ensure reliable test setup in CI/local environments. - Detection and cleanup of stale CMake caches during bootstrap to speed up bootstrapping and reduce flaky builds. Overall impact and business value: - Accelerated feature delivery with safer deploys due to automated E2E tests and pre-commit formatting. - Improved user experience for real-time collaboration, reducing friction in workflows and enabling faster iteration. - Strengthened developer productivity and onboarding with improved documentation and hooks. Technologies and skills demonstrated: - Real-time collaboration and store-first data flow using Y.Doc; UX refinements and keyboard/shell interactions. - Playwright-based end-to-end testing with a Page Object Model; test coverage for critical workflow steps; infra hardening. - Bootstrap and CI/CD improvements; Git hooks for code quality; documentation governance.
2025-09 monthly: Real-time Collaborative Editing for Workflows delivered; Infrastructure/CI/Environment upgrades completed; CLAUDE AI-assisted development documentation published. No major bugs fixed this month. Business impact: accelerated collaboration between Elixir/Phoenix backend and React/TypeScript frontend, more reliable deployment pipelines, and clearer guidelines for AI-assisted coding; setting the stage for safer experimentation and faster iteration. Technologies demonstrated include Elixir/Phoenix, React/TypeScript, Y.js, TanStack Form, Zod, Playwright, Docker, cmake, and CircleCI.
2025-09 monthly: Real-time Collaborative Editing for Workflows delivered; Infrastructure/CI/Environment upgrades completed; CLAUDE AI-assisted development documentation published. No major bugs fixed this month. Business impact: accelerated collaboration between Elixir/Phoenix backend and React/TypeScript frontend, more reliable deployment pipelines, and clearer guidelines for AI-assisted coding; setting the stage for safer experimentation and faster iteration. Technologies demonstrated include Elixir/Phoenix, React/TypeScript, Y.js, TanStack Form, Zod, Playwright, Docker, cmake, and CircleCI.
OpenFn/lightning delivered impactful AI-enabled workflow enhancements in August 2025, focusing on reliability, UX, and integration. The AI Assistant now supports more robust workflow editing, broader integration capabilities, stronger type safety and callback interfaces, and consistent accessibility via URL parameters. Key bug fixes address infinite loop scenarios and smoother transitions between workflow states, complemented by UI/UX refinements for redirects and page reordering to improve user productivity. Overall, these changes reduce operational risk, accelerate workflow authoring, and improve end-user experience across AI-assisted workflows.
OpenFn/lightning delivered impactful AI-enabled workflow enhancements in August 2025, focusing on reliability, UX, and integration. The AI Assistant now supports more robust workflow editing, broader integration capabilities, stronger type safety and callback interfaces, and consistent accessibility via URL parameters. Key bug fixes address infinite loop scenarios and smoother transitions between workflow states, complemented by UI/UX refinements for redirects and page reordering to improve user productivity. Overall, these changes reduce operational risk, accelerate workflow authoring, and improve end-user experience across AI-assisted workflows.
July 2025 performance highlights: OpenFn/lightning delivered three core improvements focused on stability, maintainability, and secure credentialing. Implemented a metadata cleanup bug fix for the OpenFn CLI with adapters lacking metadata support, upgraded the CLI to v1.13.1, and updated the changelog and install_runtime.ex. Upgraded core dependencies (bcrypt_elixir, sobelow, jsonpatch, oban, eqrcode) and removed a custom transact/2 in Lightning.Repo thanks to Ecto 3.13.2 native support, improving compatibility and reducing bespoke code. Introduced Keychain Credentials enabling dynamic job credential selection via JSONPath, added KeychainCredential model, integrated changes into job and snapshot schemas, and updated UI/policies with enhanced error handling and dependency management. These changes collectively improve stability, reduce maintenance burden, and enable more flexible, secure credential management for automated workflows.
July 2025 performance highlights: OpenFn/lightning delivered three core improvements focused on stability, maintainability, and secure credentialing. Implemented a metadata cleanup bug fix for the OpenFn CLI with adapters lacking metadata support, upgraded the CLI to v1.13.1, and updated the changelog and install_runtime.ex. Upgraded core dependencies (bcrypt_elixir, sobelow, jsonpatch, oban, eqrcode) and removed a custom transact/2 in Lightning.Repo thanks to Ecto 3.13.2 native support, improving compatibility and reducing bespoke code. Introduced Keychain Credentials enabling dynamic job credential selection via JSONPath, added KeychainCredential model, integrated changes into job and snapshot schemas, and updated UI/policies with enhanced error handling and dependency management. These changes collectively improve stability, reduce maintenance burden, and enable more flexible, secure credential management for automated workflows.
June 2025 monthly summary (OpenFn/lightning): Focused on reliability and data integrity to enable safer, scalable workflow data operations and improved user experience. Key features delivered: - Inspector UI: Robust dataclips handling for workflow runs. Ensured the current run's dataclip is fetched, properly starred, and selected after deselection or page refresh. Improves data flow and state management, reducing race conditions and UI confusion for older runs. - Snapshot cleanup data integrity: Prevent unintended cascade deletions by migrating foreign key constraints from CASCADE to RESTRICT and refactoring snapshot query logic. Added comprehensive tests to validate robustness and prevent data loss. Major bugs fixed: - Inspector Input panel could fail to show the current dataclip for older runs; fixed loading, starring, and selection logic to stabilize the user experience. - Risk of cascade deletions during snapshot cleanup neutralized via DB constraint migration and improved cleanup queries, safeguarding related runs and steps. Overall impact and accomplishments: - Increased data reliability and UI stability for workflow runs, particularly older executions, leading to improved trust and reduced support overhead. - Safer data cleanup processes that protect related entities, minimizing accidental data loss and simplifying maintenance. - Strengthened testing and validation around critical data flows, paving the way for future data-layer enhancements. Technologies/skills demonstrated: - UI state management and race-condition mitigation in React-like Inspector UI. - Database schema migrations (FK constraints) and robust query refactoring. - Test-driven validation for critical data integrity paths. - Clear communication of changes with traceable commits.
June 2025 monthly summary (OpenFn/lightning): Focused on reliability and data integrity to enable safer, scalable workflow data operations and improved user experience. Key features delivered: - Inspector UI: Robust dataclips handling for workflow runs. Ensured the current run's dataclip is fetched, properly starred, and selected after deselection or page refresh. Improves data flow and state management, reducing race conditions and UI confusion for older runs. - Snapshot cleanup data integrity: Prevent unintended cascade deletions by migrating foreign key constraints from CASCADE to RESTRICT and refactoring snapshot query logic. Added comprehensive tests to validate robustness and prevent data loss. Major bugs fixed: - Inspector Input panel could fail to show the current dataclip for older runs; fixed loading, starring, and selection logic to stabilize the user experience. - Risk of cascade deletions during snapshot cleanup neutralized via DB constraint migration and improved cleanup queries, safeguarding related runs and steps. Overall impact and accomplishments: - Increased data reliability and UI stability for workflow runs, particularly older executions, leading to improved trust and reduced support overhead. - Safer data cleanup processes that protect related entities, minimizing accidental data loss and simplifying maintenance. - Strengthened testing and validation around critical data flows, paving the way for future data-layer enhancements. Technologies/skills demonstrated: - UI state management and race-condition mitigation in React-like Inspector UI. - Database schema migrations (FK constraints) and robust query refactoring. - Test-driven validation for critical data integrity paths. - Clear communication of changes with traceable commits.
May 2025 monthly summary for OpenFn/lightning: Delivered CI/build pipeline modernization and an Elixir upgrade to 1.18/OTP 27, plus robust test tooling and documentation updates. Implemented per-workflow limiting and concurrency-aware enhancements to the run-claim query, including a new per_workflow_claim_limit index. Strengthened testing and release reliability with expanded test coverage and CI workflow improvements. Updated documentation and changelog to reflect the upgrade and performance changes, enabling smoother deployments and future enhancements.
May 2025 monthly summary for OpenFn/lightning: Delivered CI/build pipeline modernization and an Elixir upgrade to 1.18/OTP 27, plus robust test tooling and documentation updates. Implemented per-workflow limiting and concurrency-aware enhancements to the run-claim query, including a new per_workflow_claim_limit index. Strengthened testing and release reliability with expanded test coverage and CI workflow improvements. Updated documentation and changelog to reflect the upgrade and performance changes, enabling smoother deployments and future enhancements.
OpenFn/lightning, Apr 2025: Delivered Docker Image Build Optimization and Node.js Version Update, achieving faster and more reliable container builds, a cleaner build context, and preparation for future performance improvements.
OpenFn/lightning, Apr 2025: Delivered Docker Image Build Optimization and Node.js Version Update, achieving faster and more reliable container builds, a cleaner build context, and preparation for future performance improvements.
March 2025 — OpenFn/lightning delivered stabilization and UX improvements aligned with business value: cleaner repository hygiene, a major OAuth credential refactor, stack modernization, and targeted UI/editor fixes. These efforts reduce risk, improve developer throughput, and set the stage for smoother credential management and future feature work.
March 2025 — OpenFn/lightning delivered stabilization and UX improvements aligned with business value: cleaner repository hygiene, a major OAuth credential refactor, stack modernization, and targeted UI/editor fixes. These efforts reduce risk, improve developer throughput, and set the stage for smoother credential management and future feature work.
February 2025 monthly summary for OpenFn/lightning: Delivered critical environment upgrades and UI enhancements that improve deployment stability, concurrency governance, and permission clarity. Upgraded dependencies and CI pipelines (Node.js 22.12.0, PostgreSQL 17.3) with tests adjusted; UI now includes integer-toggle for concurrency and clearer permission tooltips. All changes delivered with minimal risk and strong production readiness.
February 2025 monthly summary for OpenFn/lightning: Delivered critical environment upgrades and UI enhancements that improve deployment stability, concurrency governance, and permission clarity. Upgraded dependencies and CI pipelines (Node.js 22.12.0, PostgreSQL 17.3) with tests adjusted; UI now includes integer-toggle for concurrency and clearer permission tooltips. All changes delivered with minimal risk and strong production readiness.
OpenFn/lightning Jan 2025 monthly summary focusing on delivering stability, maintainability, and observable measurements. Key results: AdaptorRegistry HTTP client standardization, updated npm dependencies, and PromEx metrics stability on error, with CI/test alignment.
OpenFn/lightning Jan 2025 monthly summary focusing on delivering stability, maintainability, and observable measurements. Key results: AdaptorRegistry HTTP client standardization, updated npm dependencies, and PromEx metrics stability on error, with CI/test alignment.
December 2024 for OpenFn/lightning focused on reliability, clarity, and maintainability. Implemented RFC-aligned HTTP 204 handling, improved error messaging for key collisions, and documented upgrade paths for the 2.10.x series. Streamlined the build by removing unused JS dependencies, reducing bundle size and potential conflicts. These changes collectively reduce runtime errors for integrators, improve developer experience, and pave the way for safer feature rollouts and deployments.
December 2024 for OpenFn/lightning focused on reliability, clarity, and maintainability. Implemented RFC-aligned HTTP 204 handling, improved error messaging for key collisions, and documented upgrade paths for the 2.10.x series. Streamlined the build by removing unused JS dependencies, reducing bundle size and potential conflicts. These changes collectively reduce runtime errors for integrators, improve developer experience, and pave the way for safer feature rollouts and deployments.
OpenFn/lightning – 2024-11 monthly highlights: Feature delivery, reliability improvements, and streamlined release orchestration. Key outcomes: - Workflow Collections feature introduced (#2569) enabling advanced orchestration and reuse across workflows. - Runtime CLI availability ensured by installing @openfn/cli@1.8.6 in install_runtime. - Release readiness advanced with a wave of version bumps (v2.9.15, v2.10.0-rc.0/rc.1/rc.2, v2.10.0) and updates to dependencies and CHANGELOG (#2624, #2728). - Reliability and stability improvements: stabilized flaky RunChannel tests by stepping current time; fixed MetadataService crash due to incorrect Sentry usage; fixed Ignore Plug.Conn.InvalidQueryError (#2673). - Environment handling and maintainability: preserved env through sudo; added env_keep testing; abstracted setup instructions into a reusable script (#2644, #2654). Overall impact: Faster, safer deployments, more reliable tests, and stronger feature capabilities, driving business value through improved developer productivity, stability in production runs, and clearer release processes. Technologies/skills demonstrated: Node/CLI tooling, test stabilization, runtime environment management, dependency management, release engineering, scripting for setup automation, and UI/UX polish improvements in version component.
OpenFn/lightning – 2024-11 monthly highlights: Feature delivery, reliability improvements, and streamlined release orchestration. Key outcomes: - Workflow Collections feature introduced (#2569) enabling advanced orchestration and reuse across workflows. - Runtime CLI availability ensured by installing @openfn/cli@1.8.6 in install_runtime. - Release readiness advanced with a wave of version bumps (v2.9.15, v2.10.0-rc.0/rc.1/rc.2, v2.10.0) and updates to dependencies and CHANGELOG (#2624, #2728). - Reliability and stability improvements: stabilized flaky RunChannel tests by stepping current time; fixed MetadataService crash due to incorrect Sentry usage; fixed Ignore Plug.Conn.InvalidQueryError (#2673). - Environment handling and maintainability: preserved env through sudo; added env_keep testing; abstracted setup instructions into a reusable script (#2644, #2654). Overall impact: Faster, safer deployments, more reliable tests, and stronger feature capabilities, driving business value through improved developer productivity, stability in production runs, and clearer release processes. Technologies/skills demonstrated: Node/CLI tooling, test stabilization, runtime environment management, dependency management, release engineering, scripting for setup automation, and UI/UX polish improvements in version component.
In Oct 2024, OpenFn/lightning delivered focused UI clarity, release engineering, and CI reliability improvements. Key outcomes include updating the Arcade Welcome Block Title for accurate terminology; applying version bumps and release notes for v2.9.13 and v2.9.14, including a responsible AI disclaimer; and bolstering CI stability by increasing CircleCI ASSERT_RECEIVE_TIMEOUT to 1000, reducing flaky tests. These changes improve onboarding clarity, downstream compatibility, and development velocity.
In Oct 2024, OpenFn/lightning delivered focused UI clarity, release engineering, and CI reliability improvements. Key outcomes include updating the Arcade Welcome Block Title for accurate terminology; applying version bumps and release notes for v2.9.13 and v2.9.14, including a responsible AI disclaimer; and bolstering CI stability by increasing CircleCI ASSERT_RECEIVE_TIMEOUT to 1000, reducing flaky tests. These changes improve onboarding clarity, downstream compatibility, and development velocity.
Overview of all repositories you've contributed to across your timeline