Tag: case-studies

All the articles with the tag "case-studies".

• AI Adoption in Engineering: Breaking the 50% Plateau

  29 May, 2026 • Updated 1 Jun, 2026

  Purpose-built AI tooling cuts per-task cost 21-68%. Three-cohort model and four-phase operating framework for engineering leaders past the 50% adoption plateau.

• SRE for AI Agents: Error Budgets, Trust, and 90 Trials

  9 Mar, 2026 • Updated 23 Mar, 2026

  Can an AI agent predict scope without hallucinating? We ran 90 trials. It added 1.7 phantom files per change. Error budgets and trust ladders are the gate.

• What a Null Result Taught Us About AI Agent Evaluation

  23 Feb, 2026 • Updated 28 Mar, 2026

  We tested prompt repetition on 20 parallel AI agents. Ceiling effects dominated both experiments. The null result is a finding about evaluation design.

• RAG for Legacy Systems: 7,432 Pages to 3s Answers

  23 Jan, 2026 • Updated 17 Feb, 2026

  7,432 pages to 3-second answers. Production RAG for legacy systems with model-agnostic reranking. No vendor lock-in, validated across 4 LLM families.

• AI Agents in Legacy Systems: ROI Without Modernization

  20 Jan, 2026 • Updated 5 Feb, 2026

  Layer AI agents over legacy systems without modernization. 30-80% productivity gains in 3-6 months. Patterns that bypass technical debt.

• AI-Governed DNS Migration Without Maintenance Windows

  6 Nov, 2025 • Updated 30 May, 2026

  Programmatic pre-validation eliminates the weekend window from DNS migrations. Full platform migration: 2 hours, business hours, zero downtime.