Keyhole Software
Quality Consulting. Knowledge Transfer.
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Latest posts
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When the Spreadsheet Is the System: Modernizing Excel-Run Business Processes
88% of audited spreadsheets contain errors. Here's why replacing an Excel-run process isn't like modernizing legacy code, and a practical way to do it. The post When the Spreadsheet Is the System: Modernizing Excel-Run Business Processes appeared first on Keyhole Software .
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The Best DevOps Consulting Companies in the U.S. (2026)
Compare 8 U.S. DevOps consulting companies on documented delivery, CI/CD maturity, cloud depth, team seniority, and pricing transparency. The post The Best DevOps Consulting Companies in the U.S. (2026) appeared first on Keyhole Software .
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How Much Does Cloud Migration Cost in 2026?
Cloud migration cost in 2026: one-time costs by project size, cost per VM, savings by approach (rehost to refactor), budget breakdown, and cost drivers. The post How Much Does Cloud Migration Cost in 2026? appeared first on Keyhole Software .
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Prompt Injection in CI/CD: Hardening Azure DevOps AI Agents
AI review agents in Azure Pipelines can be hijacked by a single PR description. Four real 2026 incidents, a .NET before-and-after, and an audit checklist. The post Prompt Injection in CI/CD: Hardening Azure DevOps AI Agents appeared first on Keyhole Software .
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Top Python Development Companies for Enterprise Teams (2026)
Compare 8 Python development companies on enterprise delivery, data and AI depth, systems integration, team augmentation fit, seniority, and pricing. The post Top Python Development Companies for Enterprise Teams (2026) appeared first on Keyhole Software .
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White Paper – Agentic Harness Architecture in 2026: Components, Vendors, and a Reference Design for Data Engineering
How to design an agentic harness: components, 13 harnesses compared, a data engineering reference architecture, risk controls, and a phased roadmap. Free PDF. The post White Paper – Agentic Harness Architecture in 2026: Components, Vendors, and a Reference Design for Data…