Scout-and-Wave, Part 4: Trust Is Structural

The Scaffold Agent doesn’t add capability. It restores a review gate that was cosmetically present but structurally absent. The worktree isolation trip wire catches failures that were invisible until merge time. Neither fixes a bug in the traditional sense. Both fix trust.

March 3, 2026 · map[name:Blackwell Systems]

Scout-and-Wave, Part 2: What Dogfooding Taught Us

Scout-and-wave v0.1.0 worked. Then we ran it on documentation agents, measured the overhead honestly, and learned that raw agent count is a bad proxy for when parallelism is worth it. This post covers the audit-fix-audit loop, the dogfooding experiment that confirmed SAW was 88% slower than sequential for that job, SAW Quick mode for small disjoint work, and the bootstrap problem for new projects.

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

Scout-and-Wave, Part 3: Five Failures, Five Fixes

The scout refused to write the IMPL doc. Forty-five percent of agents arrived at work already done. The skill file grew to 400 lines with no separation of concerns. Each failure drove a specific fix — and each fix is traceable to an exact incident in an exact run. This is the scout prompt’s bug tracker.

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

Scout-and-Wave: A Coordination Pattern for Parallel AI Agents

Naive parallel agents step on each other. The scout-and-wave pattern solves this by front-loading dependency mapping: one throwaway agent identifies seams and builds a living coordination artifact before any implementation begins. Development then proceeds in waves, each consuming and updating the artifact for the next.

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

Glob Patterns: Complete Syntax Reference with Examples

Part 2: A comprehensive reference covering every glob pattern from basic wildcards to advanced features like brace expansion and extended globs. Learn the rules that apply everywhere.

December 27, 2025 · map[name:Blackwell Systems]

Glob Patterns: The Invisible Abstraction Everyone Uses But Nobody Learns

Glob patterns are everywhere - .gitignore, shell wildcards, build configs - yet most developers learn them by accident through copy-paste. Here’s why glob deserves explicit teaching.

December 27, 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]