Services
Practical agentic workflows and intelligent orchestration for complex domain automation. Resilient multi-agent architectures, Model Context Protocol (MCP) tool servers, RAG knowledge pipelines, and self-correcting evaluation loops.
Posts
Cross-Platform In-App Purchases, Store Progression & Automation: Apple StoreKit 2, Google Play Billing, Steam & Epic
November 10, 2026TL;DR: Cross-platform monetization and player progression collapse when game engines treat stores as generic payment switches. Apple StoreKit 2 (signed JWS tokens), Google Play Billing (BillingClient 7+ with mandatory…
Deterministic Scripts in AI Harnesses: Zero-Token Infrastructure for Cheaper Subagent Handoffs
November 9, 2026TL;DR: Asking frontier AI models to repeatedly re-derive command line mechanics, parse logs, and run repetitive validations burns expensive tokens, clutters context windows, and invites non-deterministic drift. The…
App Store APIs vs. Developer Portals: What Apple and Google Let You Automate (and What They Force by Hand)
October 10, 2026TL;DR: While both Apple and Google provide extensive REST APIs for release automation, neither platform lets you take an app from zero to live without manual steps in their web consoles. Initial app creation, legal…
Labs
WebMCP Autonomous Agent Console & Inspector
Browser-native Model Context Protocol runtime for autonomous AI agents featuring tool discovery manifests, JSON-RPC execution, and live Server-Sent Events telemetry.
Store Icon & Marketing Asset Production Forge
Client-side production suite generating Apple App Store squircles, Google Play adaptive icon sets, and 1024x500 promotional feature graphics from a single master source.