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Insights

Long-form engineering research, field notes, and technical deep dives.

EF Core Performance Mistakes That Ship to Production

Production Anti-Patterns · Part 1 · Jan 11, 2026 · 12 min read

The N+1 queries, missing projections, and tracking overhead that pass code review and slow down production systems.

  • ASP.NET Core
  • Performance
  • EF Core
  • .NET

Dependency Injection Anti-Patterns in ASP.NET Core

Production Anti-Patterns · Part 2 · Jan 11, 2026 · 12 min read

The 5 DI anti-patterns that pass code review: service locator, captive dependencies, over-injection, disposable transients, and lifetime mismatches.

  • ASP.NET Core
  • Architecture
  • Best Practices
  • C#

Minimal APIs vs Controllers: A Decision Framework

Jan 11, 2026 · 13 min read

A decision rubric for choosing between Minimal APIs and Controllers based on team size, complexity, and maintainability requirements.

  • ASP.NET Core
  • Architecture
  • Minimal APIs

A Spec-Driven AI Workflow That Holds Up in Production

AI-Assisted Development · Part 2 · Jan 9, 2026 · 13 min read

A disciplined Plan -> Implement -> Checkpoint loop that keeps AI-assisted development reliable once context resets become routine.

  • AI
  • Developer Tools
  • Productivity
  • ASP.NET Core

Performance Defaults That Beat Clever Optimizations

AI-Assisted Development · Part 4 · Jan 9, 2026 · 12 min read

The boring baseline that makes content sites fast: OutputCache policies, EF Core query shaping, compression, and stable indexing.

  • AI
  • ASP.NET Core
  • Performance
  • EF Core

From Markdown to Live: A Publishing Pipeline Without a CMS

AI-Assisted Development · Part 5 · Jan 9, 2026 · 14 min read

How DAP iQ turns markdown into published pages with predictable SEO output: frontmatter, upserts, feeds, sitemaps, and local validation.

  • AI
  • Developer Tools
  • ASP.NET Core
  • SEO

Security Boundaries for AI-Assisted Development in ASP.NET Core

AI-Assisted Development · Part 3 · Jan 9, 2026 · 12 min read

A practical threat model for AI-generated diffs, with concrete guardrails from a real ASP.NET Core content site.

  • AI
  • ASP.NET Core
  • Security

Understanding AI Code Assistants: Beyond the Hype

AI-Assisted Development · Part 1 · Jan 9, 2026 · 15 min read

What AI code assistants do well, where they fail, and how to use them safely in production software development.

  • AI
  • Developer Tools
  • Productivity
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