Risk-tiered productization guardrails for AI coding agents and vibe coding.
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Updated
Jul 24, 2026
Risk-tiered productization guardrails for AI coding agents and vibe coding.
A technical series on curved-surface pattern defect inspection as an industrial vision problem involving geometric deformation, structural normalization, template organization, registration and measurement, configuration-driven reuse, and deployable system design.
💼 Complete system to transition from freelancer to agency — SOPs, client management templates, team hiring guide, service productization, pricing strategy & scaling playbook.
Revenue-oriented diagnosis workbench for AI Agent projects
Managed orchestration of dbt pipelines for data transformation using Dagster
Utility for checking if a Maven dependency GAV is available in a particular Maven repository, or searching for available versions of a dependency in a particular repository
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