Resources
Free Whitepapers & Playbooks
Frameworks we use in Forward Deployed Engineering engagements. Enter your email — we'll send the download link immediately. No spam, no sales calls unless you ask.
Zero Token Architecture — Executive Primer
Why deterministic exports beat prompt engineering. The business case for eliminating tokens rather than optimizing them. Includes the T0-T4 classification framework.
1.2 MB · PDF
The 17 Levers of Inference Economics
Complete taxonomy of token cost reduction: Prong A (deterministic exports, 4 levers) and Prong B (inference optimization, 13 levers). With real-world savings estimates per lever.
1.8 MB · PDF
Forward Deployed Engineering — The Playbook
How Mudra Knight embeds engineers inside your AI pipeline. 4-phase methodology: Illegibility Audit → Build → Productize → Handover. Templates included.
2.4 MB · PDF
Governance Self-Heal — Case Study Framework
How we reduced hallucination risk by 94% at a regulated fintech. Step-by-step framework for deterministic governance layering. Real data, real results.
1.5 MB · PDF
Enterprise AI Readiness Checklist
30-point diagnostic to assess your organization's AI maturity across data provenance, legacy constraints, workflow mapping, and incentive alignment.
0.4 MB · PDF
Token Waste Audit — DIY Worksheet
Self-service worksheet to estimate your monthly LLM token waste. Based on the same methodology as our $7.5K Burn Diagnosis engagement.
0.3 MB · PDF
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