Engineering Case Studies
Architectural decisions, trade-offs, and post-mortems from the trenches.
The Serverless Trap: Scaling to Zero and the $0.00 Budget
How an architectural mismatch between Server-Sent Events (SSE) and GCP Cloud Run triggered a massive billing failure, and how we pivoted to a decentralized edge-execution model to restore strict budget controls.
GitOps for Agentic Cognitive Layers
Designing a decoupled configuration pipeline using Firestore and declarative ETLs to separate secure operational logic from public codebase repositories.
Frictionless Onboarding: Two-Syllable Execution
Building abstract CLI wrappers to completely eliminate environment setup friction, enforcing the philosophy that engineers shouldn't have to fight their toolchain.