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October 2025 State of Affairs: Five Production Platforms and What They Taught Me
A candid look at Intent Solutions' current projects: DiagnosticPro, Hustle, CostPlusDB, ClaudeCodePlugins, and what running five production platforms simultaneously teaches you about deployment velocity.
ReadHow I Built a Production-Ready Research Tool That Outperforms Anthropic's Solution
On October 20, 2025, Anthropic announced Claude for Life Sciences - a suite of research tools for scientific literature. That same evening, I built something better: a …
ReadScaling AI Systems: Production Batch Processing with Built-In Disaster Recovery
The Challenge: Scale AI Documentation Across 235 Production Systems When you maintain a plugin marketplace with 235 live integrations, manual documentation doesn’t scale. …
ReadScaling AI Batch Processing: Enhancing 235 Plugins with Vertex AI Gemini on the Free Tier
Building an overnight batch processing system to enhance 235 Claude Code plugins using Vertex AI Gemini 2.0 Flash - complete with rate limiting, SQLite audit trails, and Turso disaster recovery. The full technical journey from conservative 90s delays to optimized 45s processing.
ReadGCR to Artifact Registry: Late-Night Deploy Fix
Migrating a broken deploy workflow from deprecated Google Container Registry to Artifact Registry, plus cleaning up a phantom Sentry secret.
ReadBuilding Production-Grade CI/CD: From Documentation Chaos to Automated Deployment
The Professional Challenge I spent today tackling a problem every growing engineering team faces: the gap between “it works on my machine” and true production …
ReadDebugging a Critical Marketplace Schema Validation Failure: How One Invalid Field Blocked All Installations
A critical bug stopped ALL marketplace installations. Here's the complete debugging journey: finding an invalid schema field, fixing CI/CD false positives, adding legal compliance, and deploying security headers - all in one intense session.
ReadMarketplace CI Hardening: Sync Guard, Plugin Scaffold, and 15 PRs in a Day
How Dependabot auto-merge, CodeQL scanning, a marketplace sync guard, and a .claude-plugin scaffold turned a young open-source repo into a governed project — plus unblocking a stuck Next.js deployment.
ReadFirst External Contributor, Spotlight Infrastructure, and a 9,770-Line Delete
Merging the first external contributor into the Claude Code plugin marketplace, building spotlight and announcement infrastructure, and scorched-earth rewriting the landing site.
ReadMarketplace Security Framework and the False Positive Fight
Building a 6-vector security framework for the plugin marketplace, then spending half the day teaching the scanner what isn't a threat.
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