24 free guides · 180k+ downloads

Engineering
whitepapers & deep-dive guides.

Production playbooks our engineers actually wrote and use. Architecture deep-dives, eval frameworks, compliance checklists, cost-optimization runbooks. Always free, no email gate.

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84 pp
RAG & LLMs

The Enterprise RAG Architecture Playbook

Chunking, embeddings, evals, cost controls, security — 84 pages, 40+ production deployments.

24k · 45 min Download
52 pp
AI Agents

Multi-Agent Systems in Production: A Decision Framework

When to use multi-agent vs. single-agent, with benchmarks across cost, latency, and failure modes.

12k · 30 min Download
68 pp
Security & Compliance

HIPAA-Compliant AI: The 47-Point Audit Checklist

The exact checklist we run for healthcare AI launches. Includes sample DPAs, BAAs, and SOC 2 mapping.

18k · 38 min Download
46 pp
ML Ops

The ML Ops Reference Architecture (2026)

End-to-end ML platform blueprint: model registry, feature store, evals, monitoring, drift detection.

9.4k · 28 min Download
38 pp
Cost & Ops

Cutting LLM Costs 78% — The Engineering Playbook

Model routing, context compression, caching strategies, prompt optimization — with real numbers.

16k · 22 min Download
54 pp
Computer Vision

Edge Vision Deployment: YOLO at 14k Devices

How we deploy CV models to factory-floor cameras with TensorRT, ONNX, and a custom edge runtime.

7.2k · 32 min Download
62 pp
Mobile

The Flutter Performance Audit (60 FPS · Sub-2s Start)

9 fixes + 4 tools we use to ship Flutter apps that feel native on Custom Android phones.

11k · 26 min Download
42 pp
Evals & QA

Building an LLM Eval Harness That Catches Regressions

Golden datasets, automated regression tests, drift detection — open-source framework included.

8.8k · 24 min Download
58 pp
Fintech AI

Real-Time Fraud AI: From PoC to 8M+ Daily Decisions

The complete architecture for sub-200ms fraud scoring, with feature store + GNN + XGBoost details.

13k · 34 min Download
36 pp
Security

Prompt Injection: The Three-Layer Defense

The defensive pattern we use across all customer-facing LLM apps. With red-team test scripts included.

6.4k · 20 min Download
48 pp
AI UX

The AI UX Pattern Library (with Figma)

12 AI UX patterns + a downloadable Figma library: citation rendering, streaming, confidence pills, more.

9.1k · 28 min Download
72 pp
Architecture

VPC-Deployed LLMs: A Reference Architecture

How to deploy GPT/Claude/Llama inside your AWS, Azure, or GCP VPC for HIPAA, GDPR, and data residency.

5.6k · 36 min Download
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