RAG Evaluation Frameworks 2026: RAGAS, TruLens, and DeepEval in Practice
Three RAG evaluation frameworks compared on real production RAG pipelines: RAGAS, TruLens, and DeepEval. Strengths, weaknesses, when to use each.
8 min read
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Insurance Claims Triage Agents: Loss Adjustment Expense Reduction in 2026
Insurance claims triage is one of the largest measurable ROI use cases for agentic AI in 2026. The architectures and the LAE numbers.
8 min read
Vertical AI vs Horizontal AI Investment Thesis 2026: Why Specialized Is Winning
Horizontal SaaS multiples down 35% YoY. Vertical SaaS up 3%. 60% of 2025 AI capital went to mega-rounds, but the alpha shifted to vertical AI. The full thesis.
10 min read
Prompt Compression: When to Use LLMLingua and Friends
Prompt compression reduces tokens 5-10x at modest quality cost. The 2026 patterns and where compression breaks.
7 min read
Financial Services Agents Post-FINRA 2210: Marketing Compliance for LLM Outputs
FINRA 2210 governs financial communications. How financial services firms are deploying LLM agents while meeting marketing-compliance requirements in 2026.
8 min read
SMB Founder Playbook: Claude Opus 4.7 1M Context Window
SMB Founder Playbook perspective on Anthropic's Claude Opus 4.7 ships with a 1-million-token context window — a step change for long-running agentic workloads.
9 min read
OpenAI vs Anthropic vs Google vs Meta: 2026 Production Trade-Offs
The four major LLM ecosystems in 2026 compared on production trade-offs — quality, cost, latency, ecosystem, governance.
8 min read
Distributed Training Patterns in PyTorch 2026: FSDP2, DeepSpeed, Megatron
Three distributed-training options for PyTorch in 2026 compared on ergonomics, scaling, and where each one wins.
8 min read
SMB Founder Playbook: Claude Sonnet 4.6 — The New Agent Workhorse
SMB Founder Playbook perspective on Sonnet 4.6 is the price/performance sweet spot Anthropic shipped for high-volume agentic deployments in 2026.
9 min read
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