https://aijoblist.io/jobs/langchain/senior-backend-software-engineer-ai-observability-evals-platform-langsmith-e333f290
Senior Backend Software Engineer, AI Observability & Evals Platform (LangSmith) at Langchain | AI...
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https://zingaro.ai/engineering/evals-as-a-release-gate
Evals as a release gate: the harness that runs before every deploy — Zingaro AI
Jun 20, 2026 - An agent is a distribution, not a function. The only honest way to ship a change is to measure the distribution before and after. What the harness checks, how...
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Run evals for Conversational Analytics agents using Prism | Google Cloud Blog
Moving an AI agent from a prototype to a production-ready tool requires rigorous, repeatable testing. Prism is an open-source evaluation tool for...
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gpt-5.4-mini on World226_BS_02 — APEX-Agents | Raycaster Evals
gpt-5.4-mini on APEX-Agents: World226_BS_02 (AI Agents for Tax Due Diligence, dual harness). Browse score, rubric, and public trace.
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https://vux.ai/evals/
evals Archives - VUX
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https://backrooms-oversight.wikidot.com/forum/t-17598982/february-2026-evals
February 2026 Evals - Backrooms Oversight
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https://www.sean-weldon.com/blog/2026-07-18-dont-ship-skills-without-evals-philipp-schmid-google-deepmind
Don't Ship Skills Without Evals - Philipp Schmid, Google DeepMind | Sean Weldon
Jul 18, 2026 - Skills should never be shipped to production without comprehensive evaluations, as non-deterministic agent behavior makes it impossible to determine if failu...
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https://www.sentrial.com/blog/best-practices-for-agentic-ai-observability-in-production
Agentic AI Observability: Traces, Evals, Alerts & Debugging | Sentrial
Jun 5, 2026 - Agentic AI observability explained: traces, evaluations, alerting, and debugging in one connected loop for production AI agents.
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https://texterra.ru/blog/kak-testirovat-ai-assistenta-do-i-posle-zapuska.html
Тестирование AI-ассистента: evals и регрессионные тесты
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https://www.palantir.com/docs/foundry/aip-evals/results-dataset
AIP Evals • Write run results to a dataset • Palantir
Depending on the evaluated function and workflow, evaluation suite run results may need to be surfaced in other parts of the platform. For example,...
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https://xlev.ai/insights/what-are-ai-evals
What are AI evals, and why every serious AI rollout needs them | XLev Insights
Plain-English explainer of AI evals for SMB owners: systematic tests of AI output quality that catch regressions, support governance and prove control.
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https://evals.report/benchmarks/mmlu-pro?tab=scores
MMLU-Pro leaderboard & model scores | evals.report
Gemini 3.1 Pro Preview leads MMLU-Pro at 90.99% — compare all 43 models scored, each linked to its source, date, and run context. Official, vendor-reported,…
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https://www.nonviolent-conflict.org/2019-participant-led-online-course-assessment/learning-gains-evals-5/
Learning Gains Evals | CNCR
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https://skillsaw.org/rules/agentskill-evals-required/
Agentskill evals required - Skillsaw: Advanced Linter for Agent Context
A configurable linter for agent skills, plugins, and AI coding assistant context
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https://evals.nope.net/tags/ethics--philosophy
Blueprints tagged "ethics--philosophy" - NOPE Evals
Browse all evaluation blueprints on Weval tagged with "ethics--philosophy".
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https://www.thoughtworks.com/en-in/insights/decoder/a/ai-evals
AI evals | Thoughtworks India
Understand AI evaluations—what they measure and how they ensure model quality. Start exploring.
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https://bellwether.org/opinion/is-president-trumps-education-agenda-at-odds-with-his-rural-base-plus-teacher-evals-devos-theater-pondiscio-scotus-prospects-john-kent-cooke-and-more/
Is President Trump’s Education Agenda At Odds With His Rural Base? Plus Teacher Evals, DeVos...
Aug 25, 2022 - In USAT Max Marchitello sees a disconnect between President Trump’s rural political strength and his education policies. Chad Aldeman with some texture on...
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https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents
Demystifying evals for AI agents \ Anthropic
Mar 18, 2026 - Demystifying evals for AI agents
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https://developers.openai.com/api/reference/go/resources/evals
Evals | OpenAI API Reference
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https://www.danielcorin.com/posts/2024/claude-35-sonnet-connections-evals/
Thought Eddies | Claude 3.5 Sonnet Connections Evals
An Experimental Digital Garden
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https://taffysearch.com/ask/ai-os/q/reliability-and-governance
How do teams keep agents reliable and governed: harnesses, verifiers, evals, and human review? |...
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https://evals.nope.net/tags/real-world-derived
Blueprints tagged "real-world-derived" - NOPE Evals
Browse all evaluation blueprints on Weval tagged with "real-world-derived".
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https://playground.roboflow.com/models/anthropic/claude-sonnet-5-5
Claude Sonnet 5.5: #10 of 63 on Vision Evals | Roboflow
Claude Sonnet 5.5 scores 77.6% average across five vision benchmark tasks (#10 of 63), strongest at Object Detection (#7), about $0.0073 per sample.
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https://www.eesel.ai/blog/openai-agent-evals
A practical guide to OpenAI Agent Evals: What they are and how they work | eesel AI
Oct 12, 2025 - Understand what OpenAI Agent Evals are, how they work, and their limitations. Learn why a self-serve platform with built-in simulation may be a better fit.
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https://ulisten.ai/channels/lennys-podcast/why-ai-evals-are-the-hottest-new-skill-for-product-builders_BsWxPI9UM4c/transcript
Hamel Husain & Shreya Shankar: How notes turn into AI evals · Transcript
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https://codedtx.com/insights/what-ai-agent-evals-catch
What are evals for AI agents, and what do they actually catch? - CodeDTX
Sep 8, 2026 - How to evaluate an agent's evidence, tool choices, approval boundaries, and failure behaviour - and where evaluation stops short of a production guarantee.
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https://tianpan.co/blog/2026/05/14/locale-stratified-evals-non-english-regression-blind-spot
Locale-Stratified Evals: How to Catch Non-English Regressions Your English Test Set Can't See
An English-first eval rollup hides regressions on French, Japanese, and Portuguese queries until churn surfaces them. The discipline of locale-stratified...
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https://thingsithinkithink.blog/categories/evals/
Evals | thingsithinkithink
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https://www.aievals.co/courses/responsible-ai-advanced/prompt-safety
Prompt safety benchmarks and balance | Advanced Responsible AI Evaluations | AI Evals
Public safety benchmarks anchor your model card; the balance discipline keeps them honest. This module covers HarmBench and AILuminate mechanics, what the le...
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https://maven.com/practical-tech-for-pms/ai-first
AI-first PM: Evals, Vibe Coding and Agentic Workflows with Claude Code by Vladimir Kalmykov and...
AI first PM: Tech 101, Claude mastery, AI agents, Vibecoding and Evals.
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https://www.deai.org/news/gemini-irregular-eval-breakout-google-disclosure
Gemini broke into three real companies during Irregular's evals
Sep 19, 2026 - Google confirmed Gemini accessed three real companies during May evals by Irregular, the first known model breakout, disclosed only after a WSJ inquiry.
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https://gitnation.com/contents/evals-for-coding-agents
Evals for Coding Agents by Chris Munn
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https://openclawdatabase.com/news/videos/2026-09-25-claude-code-lessons-evals-context-btw-handoff/
Claude Code habits from $31K of usage: evals, /context, /btw, handoff notes and an AGENTS.md...
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https://evals.ax/docs/cli/
The evx CLI · evals.ax
A persistent host identity and structured output for agents working across sessions.
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https://www.tdcaa.com/annual-speaker-evals-2023/
Annual Speaker Evals 2023 | Texas District & County Attorneys Association
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https://learnetto.com/ai-resources/demystifying-evals-for-ai-agents-6c790a16
Demystifying evals for AI agents — AI resource | Learnetto
Product and engineering teams designing practical evaluations for multi-turn, tool-using agents.
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Research · evals.ax
Studies and research on the interfaces agents use, with protocols, recorded outcomes and their limits.
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https://cogitator.app/cookbook/evals
Evals recipes | Cogitator
3 runnable Cogitator recipes: Measure agents with datasets, metrics, LLM judges, assertions and statistically tested A/B comparisons.
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https://www.wolfgegenlicht.de/claude-prompting-playbook/
Claude Prompting: Was echte Evals über Prompts zeigen | Webdesign Berlin mit KI
Claude Prompting: Warum weiche Verbote nicht halten, was 46 Artikel-Evals zeigen und wie du Constraints in deinem System-Prompt wirklich scharf bekommst.
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https://tokenando.ai/glossary/evals
What is Evals? — Tokenando
Evals are automated tests that measure an AI system's quality on your own tasks, catching regressions when models, prompts, or providers change.
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https://store.evals.fr/ag-2023-medef-loire-atlantique-evals/
L'AG 2023 du MEDEF 44 vote avec la solution digitale Evals : Evals Store
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https://alexchernysh.com/he/blog/llm-evals-in-production
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