Resources
Playbooks, benchmarks, case studies, and practical guides for AI-driven development, testing, DevOps, and GEO websites.
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Playbooks
Step-by-step implementation guides with code snippets, architectures, and checklists.
- • AI-Driven Development Playbook
- • GEO Website Implementation
- • CI/CD for AI Apps
Benchmarks
Transparent methodology-first benchmarks and small open datasets for reproducibility.
- • UI Regression Stability
- • RAG Retrieval Accuracy
- • Test Generation Quality
Case Studies
Outcome-focused stories with metrics and technical depth, redacted where needed.
- • BFSI regression cut from 4w → 8d
- • SaaS platform 100x scale-up
- • Salesforce migration across 15 countries
Featured Content
Testing RAG Systems with Custom Evals
How to build LangSmith-powered evaluation pipelines for retrieval, grounding, and answer quality.
- • Precision/Recall on Retrieval
- • Hallucination Checks
- • Prompt Versioning & A/B
GEO: Generative Engine Optimization
Structuring content for LLM consumption using JSON-LD, semantic markup, and answerable blocks.
- • FAQ and How-To Schemas
- • Entity Linking
- • Snippetable Sections
Agentic Test Generation with Dobby
From requirements and designs to resilient test suites tied to business outcomes.
- • Requirement-to-Test
- • Metadata-Aware Tests
- • Self-Healing Automation
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