Quick value
Audit agent maturity across model routing, context, orchestration, MCP, and eval.
Compare vector DB options with a scale-vs-overhead decision matrix.
Spot five common production failure modes with concrete fixes.
Included files
2026 AI Agent Stack Playbook — PDF (~63 KB) — 12-page architecture reference (public download)
How to use
Download the free PDF — no signup.
Skim the diagnostic scorecard and decision-matrix sections.
Apply the checklist to your stack and keep the PDF as a working reference.
Overview
The 2026 AI agent stack is less about finding the best LLM and more about building a resilient system: route work to the right model, manage context carefully, and evaluate decisions. This PDF maps the layers and decision rules used by teams shipping production agents.
Who it's for
Engineers and tech leads working with AI agents who need a concise architecture reference—not another generic tip list.
How to use it
- Download the free PDF.
- Skim the diagnostic scorecard and decision matrix sections.
- Apply the checklist to your current stack, then keep the PDF as a working reference.
FAQ
What's included in the download?
A 12-page PDF playbook. On-page previews may show reference-card artwork when available; those PNGs are not part of this PDF download until a verified kit archive is published.
Do I need an account?
No. The PDF opens without signup.
What edition is this?
April 2026 content review. The page publish date can differ from the content edition.
What knowledge do I need?
Familiarity with LLMs, retrieval/vector stores, and basic software engineering helps. You should know what RAG and orchestration mean.
Fit and requirements
About the creator
Kumar Bipul is an enterprise IT solutions architect focused on Microsoft platforms and AI automation (Microsoft 365, Azure, Power Platform). He publishes practical tools and playbooks on kumarbipul.com.
Changelog
April 2026 — Content review. 12-page PDF playbook published for free download.
May 2025 — Product page launched on kumarbipul.com.
Limits and stack
Modern browser or PDF reader. No install required.
None.
Not financial or legal advice. Not a managed service. Tool placements and metrics change; verify with your own testing.
FAQ & Notes
Primary download: the 12-page PDF playbook (April 2026 edition). No signup required. Open it in any modern browser or PDF reader. Reference-card PNGs exist in the CMS for on-page preview; they are not included in this PDF download until a verified multi-file kit is published.
Disclaimer
This content is provided for general educational purposes. It reflects the author's view of the AI agent landscape as of April 2026. Tool placements, costs, and metrics change; verify decisions with your own testing. This is not financial or legal advice.
