liam-hq/liam
Nov 2024 – Oct 2025
12 Months active
Languages Used
JSONJavaScriptMarkdownShellTypeScriptYAMLCSSHTML
Technical Skills
CI/CDCommand Line InterfaceContent CreationDependency ManagementDocumentationDocumentation Generation
MH4GF
PROFILE
Mh4gf
Hiroshi Miyagi led the engineering and evolution of the liam-hq/liam repository, building a robust AI-assisted database modeling and workflow automation platform. He architected and delivered features spanning agent-driven schema design, QA automation, and session-based collaboration, integrating technologies like TypeScript, React, and Supabase. Miyagi refactored core data models, implemented resilient workflow state management, and introduced checkpointing with Supabase RPC for reliable recovery. His work included deep integration of LangChain and LangGraph for LLM orchestration, rigorous test automation, and continuous code quality improvements. The result was a scalable, maintainable system that streamlined database design, testing, and collaborative development for end users.
Overall Statistics
Feature vs Bugs
72%Features
Repository Contributions
1,401Total
Bugs
224
Commits
1,401
Features
571
Lines of code
225,665
Activity Months12
Your Network
29 people
Work History
October 2025
82 Commits • 39 Features
Oct 1, 2025October 2025 monthly summary for liam-hq/liam. Key features delivered include Checkpoint Core Enhancements with tests and atomic insertion via Supabase RPC; Refactors of analyzedRequirements to goal/testcases and session-terminology across DB/PM/QA Agents; and workflow resilience improvements with session reconnection logic. Major bugs fixed include SupabaseCheckpointSaver encoding in mock data, checkpoint task persistence/version handling, and frontend SQL placeholder behavior. The work delivered improved data integrity, reliability, and business-value by aligning session-based goals with agent workflows, enabling faster iteration and better observability. Technologies demonstrated include Supabase RPC, neverthrow, YAML schema deparser, LangSmith integration, type-safety enhancements, static-import standardization, and session-storage-based workflow continuity.
82 Commits • 39 Features
Oct 1, 2025October 2025 monthly summary for liam-hq/liam. Key features delivered include Checkpoint Core Enhancements with tests and atomic insertion via Supabase RPC; Refactors of analyzedRequirements to goal/testcases and session-terminology across DB/PM/QA Agents; and workflow resilience improvements with session reconnection logic. Major bugs fixed include SupabaseCheckpointSaver encoding in mock data, checkpoint task persistence/version handling, and frontend SQL placeholder behavior. The work delivered improved data integrity, reliability, and business-value by aligning session-based goals with agent workflows, enabling faster iteration and better observability. Technologies demonstrated include Supabase RPC, neverthrow, YAML schema deparser, LangSmith integration, type-safety enhancements, static-import standardization, and session-storage-based workflow continuity.
October 2025
September 2025
169 Commits • 71 Features
Sep 1, 2025September 2025 monthly summary for liam-liam repository (liam-hq/liam). Focused on delivering high-value features, stabilizing QA workflows, improving data and import architectures, and strengthening code quality and governance to enable scalable, reliable deployments. Key outcomes include: safe, cost-controlled agent integration tests execution; data-model and workflow-state hardening for testcases; consolidation of UI/ERD/test imports via shared packages; naming consistency across DML artifacts; and significant QA agent enhancements to improve test coverage and reliability through map-reduce test generation and streaming support.
September 2025
169 Commits • 71 Features
Sep 1, 2025September 2025 monthly summary for liam-liam repository (liam-hq/liam). Focused on delivering high-value features, stabilizing QA workflows, improving data and import architectures, and strengthening code quality and governance to enable scalable, reliable deployments. Key outcomes include: safe, cost-controlled agent integration tests execution; data-model and workflow-state hardening for testcases; consolidation of UI/ERD/test imports via shared packages; naming consistency across DML artifacts; and significant QA agent enhancements to improve test coverage and reliability through map-reduce test generation and streaming support.
August 2025
151 Commits • 62 Features
Aug 1, 2025Month: 2025-08 — Liam platform consolidated a set of high-value features, critical reliability fixes, and performance improvements across upload, AI agent capabilities, routing, and data processing. Focused on delivering business value through robust UX, scalable orchestration, and improved AI reasoning workflows.
151 Commits • 62 Features
Aug 1, 2025Month: 2025-08 — Liam platform consolidated a set of high-value features, critical reliability fixes, and performance improvements across upload, AI agent capabilities, routing, and data processing. Focused on delivering business value through robust UX, scalable orchestration, and improved AI reasoning workflows.
August 2025
July 2025
205 Commits • 97 Features
Jul 1, 2025July 2025 highlights for liam (2025-07): Focused on stabilizing the developer experience, advancing AI-assisted workflows, and improving code quality. Key work included documentation enhancements, Claude-based test-management commands, expanded CLI/command infrastructure, and deepModeling/DB agent improvements, along with robust quality fixes that improve reliability and security.
July 2025
205 Commits • 97 Features
Jul 1, 2025July 2025 highlights for liam (2025-07): Focused on stabilizing the developer experience, advancing AI-assisted workflows, and improving code quality. Key work included documentation enhancements, Claude-based test-management commands, expanded CLI/command infrastructure, and deepModeling/DB agent improvements, along with robust quality fixes that improve reliability and security.
June 2025
226 Commits • 70 Features
Jun 1, 2025June 2025 monthly highlights for liam repo: Delivered a concentrated set of features and stability improvements across project hygiene, design sessions, organization/chat flows, and Sessions UI, complemented by agent initialization and server-side messaging enhancements. Major bug fixes addressed TypeScript and routing issues, deparser/test reliability, SQL injection hardening, and E2E stability, strengthening reliability and maintainability. The work reduced technical debt, improved design/session workflows, and enabled more robust chat interactions and agent integration with server-side persistence. Technologies/skills demonstrated include TypeScript, React Server Components, RPC patterns, Valibot schema validation, PostgreSQL schema deparser, LangChain outputs, Trigger.dev tooling, Biome v2 linting, ESLint, and CI automation.
226 Commits • 70 Features
Jun 1, 2025June 2025 monthly highlights for liam repo: Delivered a concentrated set of features and stability improvements across project hygiene, design sessions, organization/chat flows, and Sessions UI, complemented by agent initialization and server-side messaging enhancements. Major bug fixes addressed TypeScript and routing issues, deparser/test reliability, SQL injection hardening, and E2E stability, strengthening reliability and maintainability. The work reduced technical debt, improved design/session workflows, and enabled more robust chat interactions and agent integration with server-side persistence. Technologies/skills demonstrated include TypeScript, React Server Components, RPC patterns, Valibot schema validation, PostgreSQL schema deparser, LangChain outputs, Trigger.dev tooling, Biome v2 linting, ESLint, and CI automation.
June 2025
May 2025
6 Commits • 3 Features
May 1, 2025Month 2025-05: Delivered core improvements across documentation, code quality, and testing for liam-hq/liam. Focused on developer experience, lint consistency, security and reliability of access controls, and test coverage.
May 2025
6 Commits • 3 Features
May 1, 2025Month 2025-05: Delivered core improvements across documentation, code quality, and testing for liam-hq/liam. Focused on developer experience, lint consistency, security and reliability of access controls, and test coverage.
April 2025
144 Commits • 56 Features
Apr 1, 2025In April 2025, the Liam platform delivered core improvements spanning data access, schema tooling, and developer experience, while tightening release quality and test reliability. Key initiatives include migrating data access from Prisma to Supabase, updating routing and docs generation with structured outputs, establishing a schema metadata generation pipeline, and expanding Knowledge Suggestions with mapping and reasoning support.
144 Commits • 56 Features
Apr 1, 2025In April 2025, the Liam platform delivered core improvements spanning data access, schema tooling, and developer experience, while tightening release quality and test reliability. Key initiatives include migrating data access from Prisma to Supabase, updating routing and docs generation with structured outputs, establishing a schema metadata generation pipeline, and expanding Knowledge Suggestions with mapping and reasoning support.
April 2025
March 2025
74 Commits • 39 Features
Mar 1, 2025March 2025 highlights for liam: focused on stability, observability, back-end readiness, and documentation to accelerate migration workflows and reduce operational risk. Key outcomes include reliability improvements in CI, enhanced tracing for migration flows, UI/UX and persistence refinements, and strengthened data-layer readiness with Supabase/Prisma. Concluded with documentation and governance work to support onboarding and architectural decisions.
March 2025
74 Commits • 39 Features
Mar 1, 2025March 2025 highlights for liam: focused on stability, observability, back-end readiness, and documentation to accelerate migration workflows and reduce operational risk. Key outcomes include reliability improvements in CI, enhanced tracing for migration flows, UI/UX and persistence refinements, and strengthened data-layer readiness with Supabase/Prisma. Concluded with documentation and governance work to support onboarding and architectural decisions.
February 2025
51 Commits • 23 Features
Feb 1, 2025February 2025 (liam-hq/liam) – Delivered a comprehensive set of documentation, governance, and tooling enhancements that modernized onboarding, release processes, and accessibility, while expanding test coverage and stabilizing the build.
51 Commits • 23 Features
Feb 1, 2025February 2025 (liam-hq/liam) – Delivered a comprehensive set of documentation, governance, and tooling enhancements that modernized onboarding, release processes, and accessibility, while expanding test coverage and stabilizing the build.
February 2025
January 2025
45 Commits • 16 Features
Jan 1, 2025Monthly summary for 2025-01 focused on reliability, observability, and developer experience for the liam-hq/liam repository. Key outcomes include enabling Sentry-based error tracking with environment configuration and exception capture on the ERD page; centralizing and hardening ERD command error handling via a centralized actionRunner and new error classes; improving ERD preprocessing with explicit error reporting and output path; expanding documentation, sample schema clarity, and CI/CD automation; and a targeted bug fix improving focus when Active table is selected in Related Tables.
January 2025
45 Commits • 16 Features
Jan 1, 2025Monthly summary for 2025-01 focused on reliability, observability, and developer experience for the liam-hq/liam repository. Key outcomes include enabling Sentry-based error tracking with environment configuration and exception capture on the ERD page; centralizing and hardening ERD command error handling via a centralized actionRunner and new error classes; improving ERD preprocessing with explicit error reporting and output path; expanding documentation, sample schema clarity, and CI/CD automation; and a targeted bug fix improving focus when Active table is selected in Related Tables.
December 2024
233 Commits • 92 Features
Dec 1, 2024December 2024 (2024-12) monthly summary for liam-hq/liam focused on delivering a scalable UI architecture, strengthening data-model integration, and improving performance, reliability, and testing. Key work spanned DB structure integration, UI overhauls, layout improvements, and comprehensive quality and tooling upgrades. Business value was realized through a more maintainable architecture, faster and more predictable ERD rendering, improved developer experience, and robust release/readiness processes.
233 Commits • 92 Features
Dec 1, 2024December 2024 (2024-12) monthly summary for liam-hq/liam focused on delivering a scalable UI architecture, strengthening data-model integration, and improving performance, reliability, and testing. Key work spanned DB structure integration, UI overhauls, layout improvements, and comprehensive quality and tooling upgrades. Business value was realized through a more maintainable architecture, faster and more predictable ERD rendering, improved developer experience, and robust release/readiness processes.
December 2024
November 2024
15 Commits • 3 Features
Nov 1, 2024Concise monthly summary for 2024-11 for the repository liam-hq/liam. This month focused on delivering user-facing documentation improvements, stabilizing the CI/CD pipeline, and standardizing tooling to support ongoing development and onboarding. Highlights include: a comprehensive Liam ERD Documentation App Enhancements with branding, navigation, new docs pages, media, and contributor links; CI/CD workflow improvements to reduce noise and ensure reliable builds; and the introduction of dependency management and code formatting tooling for consistent development practices.
November 2024
15 Commits • 3 Features
Nov 1, 2024Concise monthly summary for 2024-11 for the repository liam-hq/liam. This month focused on delivering user-facing documentation improvements, stabilizing the CI/CD pipeline, and standardizing tooling to support ongoing development and onboarding. Highlights include: a comprehensive Liam ERD Documentation App Enhancements with branding, navigation, new docs pages, media, and contributor links; CI/CD workflow improvements to reduce noise and ensure reliable builds; and the introduction of dependency management and code formatting tooling for consistent development practices.
Activity
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Quality Metrics
Correctness92.8%
Maintainability92.2%
Architecture88.8%
Performance87.0%
AI Usage57.8%
Skills & Technologies
Programming Languages
BashCSSGitGit ConfigurationGit IgnoreHTMLJSONJavaScriptMJSMarkdown
Technical Skills
AI Agent ConfigurationAI Agent DevelopmentAI Assisted DevelopmentAI CollaborationAI DevelopmentAI IntegrationAI Model IntegrationAI Prompt EngineeringAI-Assisted DevelopmentAI-assisted DevelopmentAI/MLAPI Client SetupAPI DesignAPI DevelopmentAPI Integration
Repositories Contributed To
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