All Articles
Notes from Seven Months of Running a Four-Site Auto-Publishing Pipeline with Claude Code and GitHub Actions
Lessons from running Claude Code scheduled tasks to auto-publish 16 articles a day across four Lab sites, including the Helpful Content System index collapse that forced a redesign of the quality gate, with the full Python gate code, token management, and rollback procedure.
Three State-Passing Patterns for Claude Code Subagents — Lessons from 4 Months of Automated Blog Pipelines
JSON files, environment variables, and context bundles — three ways to hand state between Claude Code subagents, compared with four months of production data and clear guidance on when to pick each.
Putting an Autonomous Librarian on Top of Claude Code × Obsidian — Operating Notes From Running Four Sites Through a Three-Layer Knowledge OS
Starting from Andrej Karpathy's LLM Wiki idea, I redesign a Claude Code × Obsidian autonomous knowledge OS against the actual shape of running four AI tech blogs in parallel. The article covers the three-layer storage, ingest/compile Skills, Dataview monitoring, and a weekly audit job — all sized for real production use.
Five Filters I Use Before Wiring a Claude Code Skill Into My Daily Workflow
Public Claude Code Skills keep multiplying. As an indie developer running four AI tech blogs through Claude Code, I share the filters that decide which Skills stay in my daily workflow — and which ones I quietly remove after a few days.
Recovering from Claude Code's 'Tool result could not be submitted'
What 'Tool result could not be submitted' really means in Claude Code, and the practical recovery steps I rely on after years of running indie apps with 50M+ downloads through it.
When Claude Code's Sequential Edits Cascade into Failure — Fixing 'old_string not found' and 'not unique' on the Same File
Run several Edits against the same file in one turn and the second or third one suddenly fails with 'not found' or 'not unique'. The cause is order-dependence inside a single context snapshot, and a Read + scoped patches usually rescue it.
Automating iOS Crashlytics Triage with Claude Code — A Production Pipeline from dSYM Symbolication to Draft PR
How I rebuilt iOS crash triage at our 50M+ download app studio: Firebase Crashlytics issues flow into a Cloud Functions + Claude Code pipeline that handles dSYM symbolication, blast-radius estimation, and a draft fix PR in under 90 seconds. Real numbers, real code, real lessons.
Retiring Dormant SDKs with Claude Code — A 12-Year Indie Developer's Pipeline for Safely Auditing Inactive Dependencies
Twelve years of indie iOS/Android development leaves a quiet sediment of SDKs that nobody calls anymore — but the dependencies remain. Here is the Claude Code pipeline I built to audit and safely retire them across four wallpaper apps, with the actual code and four weeks of operational metrics.
A Daily Revenue Pipeline for 4 Wallpaper Apps: 8 Weeks Running App Store Connect API + AdMob With Claude Code
An 8-week record of running App Store Connect API and AdMob Reporting API through a Python pipeline for 4 iOS wallpaper apps, with Claude Code helping absorb JWT auth quirks, gzip TSV edge cases, timezone misalignment, and Slack alerting thresholds — written from an indie developer's perspective.
Notes from May 2026: Running a Parallel StoreKit 2 Migration Across Four iOS Wallpaper Apps with Claude Code
Operational notes from running a four-app iOS StoreKit 2 migration in parallel with Claude Code on a single Mac mini M5, captured during May 2026.
Skill, Subagents, and Rules in Claude Code: A One-Hour Implementation Loop That Fits a Solo Operator
Misaki Ito at SonicGarden wrote about wiring Claude Code's Skill, Subagents, and Rules to close a week's worth of low-priority work in one meeting. Here is how I adapted that pattern as a solo developer running a 50M-download app business.
Three Months of Letting Claude Code Handle the Monthly Content Refresh for My Four Wallpaper Apps
Starting in February 2026 I began handing off the monthly content refresh of my wallpaper apps — Beautiful HD Wallpapers and three sibling titles — to Claude Code. After three months I want to share what kinds of judgement I felt comfortable delegating, and where I deliberately kept my own hands on the work.