Blog Posts on Agent Evaluations

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Date	Company	Title	Mentions
Oct 21, 2026	Galtea	How Enterprises Evaluate AI Agents: A Practical Framework for Steps, Tools, and Outcomes \| Galtea Blog	4
Oct 21, 2026	Galtea	Best Enterprise AI Evaluation Platforms and Tools \| Galtea Blog	1
Oct 19, 2026	Chalk	How Chalk Uses Chalk \| How We Evaluate LLM Outputs Before We Trust Them	2
Oct 18, 2026	Firecrawl	Prompt Caching: How It Works, What It Costs, and How to Keep the Cache Hitting	1
Oct 16, 2026	TestMu AI	LLM Prompt Monitoring: Track Prompt Versions in Production	4
Oct 16, 2026	Chalk	Give agents exactly the access they need with Chalk MCP Gateway	1
Oct 16, 2026	TestMu AI	MAI-Base-2 Explained: Microsoft's 2.8T-Parameter Base Model	1
Oct 15, 2026	LangChain	The Most Common Questions About Agent Evals, Answered	8
Oct 15, 2026	Google Cloud	Evaluating AI agents: moving past the vibe check	7
Oct 15, 2026	LangChain	October 2026: LangChain Newsletter	2
Oct 15, 2026	Eden AI	AI Agent Verification: How a 600B-Token Project Made Cheaper Models Work	2
Oct 15, 2026	Warp	Self-improving software	1
Oct 15, 2026	Komodor	Governing AI with Guardrails and Evaluation before Bad Decisions Reach Production	1
Oct 14, 2026	Vals	Routers Are a New AI Primitive	2
Oct 13, 2026	TestMu AI	LangSmith vs Langfuse in 2026: An Honest Comparison	3
Oct 13, 2026	TestMu AI	How to Choose an Enterprise Conversational AI Platform in 2026	2
Oct 13, 2026	Arize	Does being rude to AI work? What 6 models revealed	2
Oct 13, 2026	Superblocks	11 Best AI Agent Deployment Platforms for Governed Production in 2026	1
Oct 13, 2026	AssemblyAI	Voice Standard Bench: how we grade LLMs on voice post-processing tasks	1
Oct 12, 2026	Arize	Together AI integration: Evaluate open models and optimize evaluation costs in Arize AX	4
Oct 10, 2026	Patronus AI	Announcing an Investment from InvestInData	2
Oct 10, 2026	Patronus AI	Lynx: State-of-the-Art Open Source Hallucination Detection Model	1
Oct 10, 2026	Patronus AI	Introducing Generative Simulators: Autonomously Scaling Environments for Agents	1
Oct 9, 2026	TestMu AI	Pre-Production vs Post-Production: Where AI Agent Testing Belongs Now That Observability Does Evals	3
Oct 8, 2026	Hugging Face	LightOnOCR-3: High-Performance OCR and Layout Extraction in One Model	1
Oct 8, 2026	Google Cloud	The Outer Loop, Insights First: An Ambient Quality Agent That Diagnoses Your Production Agent	1
Oct 8, 2026	Braintrust	How to turn uploaded PDFs into reusable LLM test cases	1
Oct 7, 2026	TestMu AI	How to Test a Voice Agent: A Step-by-Step Test Plan	1
Oct 7, 2026	Warp	Warp Factories now works across Microsoft Teams and Azure DevOps	1
Oct 7, 2026	Dataiku	Human-in-the-loop AI agents: design patterns for governance	1
Oct 7, 2026	Arize	Decision model benchmark: Jev, Kev, Liquid d1, and more	1
Oct 7, 2026	Komodor	Context Engineering for AI Agents: What to Feed an Agent and What to Leave Out	1
Oct 6, 2026	Arize	What agent traces can tell you without an LLM judge	2
Oct 6, 2026	New Relic	Introducing AI Evaluation: Close the Loop Across the Full AI Lifecycle	1
Oct 5, 2026	TestMu AI	11 Best AI Evaluation Tools for Production in 2026	13
Oct 5, 2026	TestMu AI	9 Best AI Agent Observability Tools in 2026: How Each Shows a Multi-Step Run	3
Oct 5, 2026	New Relic	AI Agent Observability: The 8 Best Tools for Production Agents	3
Oct 5, 2026	JetBrains	Java Annotated Monthly – October 2026 - The JetBrains Blog	1
Oct 5, 2026	GrowthBook	Beyond evals: A/B test AI features with LLM traces and business metrics	1
Oct 5, 2026	Arize	How we benchmark AI agents and tools with Harbor and Arize Phoenix	1
Oct 3, 2026	LaunchDarkly	3 reasons teams can’t trust their AI agents with more	2
Oct 2, 2026	Arize	Claude’s hillclimb loop for AI agents: start with production traces	3
Oct 2, 2026	Braintrust	How to score individual fields in LLM document extraction	2
Oct 2, 2026	Braintrust	How to test AI features in a Lovable app before deploying changes	2
Oct 2, 2026	CircleCI	Intent-driven development: How to guide agents from idea to implementation	1
Oct 1, 2026	OpenRouter	How to Gate Pull Requests on LLM Evals in CI	6
Oct 1, 2026	OpenRouter	Cost vs. Quality Tradeoff Framework for Agent Models	2
Oct 1, 2026	Arize	Alyx now remembers your work across sessions with long-term memory	1
Oct 1, 2026	Chalk	How Chalk Uses Chalk \| A Working Memory for Our GTM	1
Sep 30, 2026	Warp	Terraform for agents: how we define our software factory in code	2

Plushcap, by Matt Makai. 2021-2026.