Context Graphs vs Vector RAG vs Raw Context - Agentic memory benchmark
We benchmark context graphs against other methods of agentic memory, and discuss what each method got right and wrong.
Nanonets Blog20 min read
AI agents
11 stories
What Are Context Graphs? (And Why AI Agents Need Them)
We explain why AI agents need to capture decisions, how context graphs achieve this, and how AI agents can use these graphs.
Nanonets Blog20 min read
SAP Sapphire 2026: The Complete Breakdown
All 25 announcements from Orlando, what's actually shipping vs. what's marketing — and what it means for the document and data foundation of the autonomous enterprise.SAP's Sapphire 2026 in Orlando was the most AI-dense keynote in the company's history. Christian
Nanonets Blog10 min read
Claude for Legal Teams: Contract Review, Compliance and Due Diligence
See how the Claude legal plugin helps in-house legal teams with contract review, compliance scanning, due diligence, obligations tracking, and drafting.
Nanonets Blog11 min read
Vibe Coding Best Practices: 5 Claude Code Habits for Better Agentic Coding
Learn 5 practical vibe coding best practices for Claude Code and coding agents: CLAUDE.md, planning, review agents, safer prompts, and diff review.
Nanonets Blog10 min read
AI Benchmarks Explained: GPQA, SWE-bench, Chatbot Arena and What They Actually Measure
Learn what MMLU, GPQA Diamond, SWE-bench, HealthBench, and Chatbot Arena actually measure, and how labs game benchmark scores.
Nanonets Blog12 min read
Why You Hit Claude Limits So Fast: AI Token Limits Explained
Learn what AI tokens are, why Claude hits limits fast, and how to cut waste from context windows, history, files, tools, and reasoning.
Nanonets Blog12 min read
Claude for Finance Teams: Investment Banking, DCF Models, Reconciliation & Variance Analysis
A practical guide to using Claude for investment banking materials, comparable company analysis, DCF models, month-end reconciliation, and variance commentary, with screenshots, setup steps, and honest caveats.
Nanonets Blog12 min read
AI Agent Hacks McKinsey: 5 Situations When You Should Not Deploy Agents
McKinsey hacked in 2 hours. 5 situations where AI agents will fail. Production permissions, regulated data, legacy systems—check before deploy.
Nanonets Blog10 min read
Are OpenAI and Google intentionally downgrading their models?
Yes, OpenAI and Google degrade their models. OpenAI admitted silent updates after denying it. Gemini redirects models. With full evidence.
Nanonets Blog11 min read
We ran 16 AI Models on 9,000+ Real Documents. Here's What We Found.
We benchmarked GPT-5.4, Gemini 3.1 Pro, Claude Opus, Sonnet, and 12 others on 3 Open OCR Benchmarks
Nanonets Blog6 min read
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