Agentic AI Archives | Keyhole Software

White paper header for “Agentic Harness Architecture in 2026: Components, Vendors, and a Reference Design for Data Engineering” by Zach Gardner, Chief Architect at Keyhole Software. A blueprint-style figure shows the model at the center, surrounded by rings for guides, tools, sensors and governance, with work passing a sensor checkpoint before reaching pipelines, datasets and catalog.

White Paper – Agentic Harness Architecture in 2026: Components, Vendors, and a Reference Design for Data Engineering

Zach Gardner October 23, 2026 Agentic AI & AI-Accelerated Development, All Industries, Architecture, Articles, Artificial Intelligence, Industry Research 1 Comment

How to design an agentic harness: components, 13 harnesses compared, a data engineering reference architecture, risk controls, and a phased roadmap. Free PDF.

Agentic AI Development Cost in 2026” blog header from Keyhole Software. An isometric diagram shows three towers rising by complexity: single agent ($8K–$50K), multi-agent ($50K–$400K) and enterprise ($150K–$500K+). A path runs through a QA and evaluation gate to a stack showing run cost at 15–25% of build per year, all inside a boundary labeled “Total Cost of Ownership"

Agentic AI Development Cost in 2026: Pricing by Complexity, Approach, and Cost Driver

Keyhole Software October 15, 2026 Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Industry Research 2 Comments

Agentic AI development cost in 2026 runs $8,000 to $500,000+. See verified pricing by complexity, build vs. buy, cost breakdown, and the drivers behind the bill.

Blog header reading “Why the Agentic Harness Matters More Than the AI Model” with author Zach Gardner, Chief Architect at Keyhole Software. An isometric diagram shows a small cube labeled Model inside a larger glass structure labeled Agentic Harness, with tools, permissions, and a review gate, leading to a production platform.

The Model Is the Easy Part: Why the Agentic Harness Decides What Ships

Zach Gardner October 13, 2026 Agentic AI & AI-Accelerated Development, All Industries, Architecture, Articles, Artificial Intelligence, Data Science, DevOps 1 Comment

The same AI model can cost 5x more depending on the harness around it. Here’s what an agentic harness is, what we’d build first, and the controls we won’t skip.

Top Agentic AI Software Development Services (2026)

Keyhole Software September 24, 2026 Articles, Keyhole Perspectives Leave a Comment

Compare 8 agentic AI software development services firms on production deployments, security and compliance, guardrails, integration depth, seniority, and engagement models.

Best AI-Driven Software Development Services (2026)

Keyhole Software September 22, 2026 Articles, Keyhole Perspectives Leave a Comment

We compared the best AI-driven software development services of 2026 on documented delivery, AI workflows, team seniority, compliance, engagement models, and pricing.

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