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Backend engineer building production systems at scale — film school grad turned engineer, now leading backend at Moba. This blog collects what I've learned along the way.

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ai-ml

Claude Code Agent Teams

Experimental feature for orchestrating multiple Claude Code instances as a coordinated team with shared task lists and inter-agent messaging

ai-ml

Multi-Agent Message-Race HOLD Discipline

In mailbox-style multi-agent orchestration (a master session sending orders to teammate sessions), messages and work interleave without transactional...

backend

class-validator @IsHexColor Accepts Alpha-Hex Forms

`@IsHexColor()` (class-validator, backed by validator.js `isHexColor`) accepts 3, 4, 6, and 8-digit hex strings, including alpha forms `#RGBA` and...

backend

Per-User Transactional Backfill Atomicity

A large data backfill (classify legacy column into new columns) needs a unit of atomicity. Per-row single-statement writes give failure isolation but produce...

backend

TypeORM `migration:generate` detects all schema drift

`typeorm migration:generate` compares the entire database schema with the entire entity graph and emits SQL for every difference, including drift...

devops

claude-code-action Workflow Setup Gotchas

Setting up `anthropics/claude-code-action` workflows (`@claude` assistant + `@claude review`) with a specific model/effort and a supply-chain-safe version...

devops

Claude Code: Shared + Personal AI Config Pattern

Split AI instructions into committed (shared) and gitignored (personal) layers

devops

A Reproducible DOCX-to-PDF Resume Export with LibreOffice Headless

Export a Word-list-formatted `.docx` (resume) to a submission-ready PDF on macOS. Apple Pages is the obvious built-in path (`open` + AppleScript export), but...

payments

Lemon Squeezy Subscription Management

Subscription lifecycle, cancellation, expiration, and reactivation.

aws

ECR/ECS Deployment Workflow

Complete guide to container deployment using Amazon ECR and ECS.

enko