Artifact-Boundary Productization: Clean OSS/Commercial Separation

The execution boundary determines everything: features that need the system alive belong in the platform (OSS). Features that analyze artifacts after shutdown become the product (commercial). A framework for clean OSS/commercial separation.

January 28, 2026 · map[name:Blackwell Systems]

Kubernetes Secrets: Should Your Cluster Store Secrets or Just Access Them?

Kubernetes Secrets are simple and often sufficient. But at scale, some teams separate compute from secret storage. Understanding the trade-offs: etcd vs cloud vaults, cluster RBAC vs cloud IAM, sync patterns vs runtime access, and when each pattern makes sense.

January 27, 2026 · map[name:Blackwell Systems]

Rust Error Handling: thiserror, anyhow, and error-envelope

Three Rust error handling crates that seem to overlap but fill distinct roles. Learn when to use thiserror for typed errors, anyhow for application code, and error-envelope for HTTP boundaries.

December 23, 2025 · map[name:Blackwell Systems]

You Don't Know JSON: Part 8 - Lessons from the JSON Revolution

JSON recreated XML’s entire ecosystem modularly. JSX brought back XML’s syntax. What does this teach us about technology evolution? Explore the architectural zeitgeist, pattern survival, and the modularity paradox: choice vs. discoverability.

December 16, 2025 · map[name:Blackwell Systems]

The Complete Guide to API Communication Patterns: REST, GraphQL, WebSocket, gRPC, and More

Master API communication patterns: REST, GraphQL, WebSocket, gRPC, webhooks, message queues, and more. Complete guide with diagrams, code examples, and decision frameworks for choosing the right pattern.

December 11, 2025 · map[name:Blackwell Systems]