AiGNITE Consulting
ServicesClaude PracticeProductsProcessAboutInsightsArticlesInitiativesContactGet Started
Articles

Articles

Field notes on building AI products that ship.

The failures that built the harness.
The Harness Series · Part 2

The failures that built the harness.

Three real failures that shaped every rule in our AI engineering harness. What broke, why it looked fine, and what we built to stop it repeating.

June 18, 20265 min read
Read article
AI does not fail at building software. We fail at building the harness.
The Harness Series · Part 1

AI does not fail at building software. We fail at building the harness.

The model is the brain. The harness is the engineering you wrap around it. Why directed AI ships production software and free AI breaks.

June 17, 20264 min read
Read article
AiGNITE Consulting

Cited intelligence from public government data. Safety, compliance, recalls, air quality, flood risk.

1321 Upland Dr #4028, Houston, TX 77043

Services

  • Claude Practice
  • AI Strategy & Consulting
  • Custom AI Solutions
  • Data Engineering & Analytics
  • Legacy Modernization

Company

  • About Us
  • Our Process
  • Products
  • Initiatives
  • Contact

Legal

  • Privacy Policy
  • Terms of Service
  • Cookie Policy

© 2026 AiGNITE Consulting LLC. All rights reserved.

Registered in the State of Texas