Agentic Trust by Design From polished AI outputs to a trustworthy AI research report.

Agentic Trust by Design

The biggest insight from building AI agents is not about capability. Trust is not about the agent being perfect. It is about the process being legible.

#AgenticAI #AIAgents #AIReliability #AIObservability #PromptEngineering

How to Build Traceable AI Workflows With Retry and DLQ Visibility

Learn how structured tracing turns AI extraction workflows into debuggable systems with visibility into branches, retries, and failures. #aiobservability

After co-organizing PyCon India 2023, this was my first time on the other side as a speaker. I'd still pick volunteer over speaker. The stage gives you followers. The community gives you people.

#Python #PyConfHyd #AIObservability #PythonIndia #Community

Building Reliable AI Systems with AI Observability

You can't fix what you can't see. AI Observability is the critical layer for reliable AI systems. #aiobservability

🛡️ Galileo lanza Agent Control, una plataforma centralizada de guardrails para agentes de IA empresariales

Galileo lanza su plataforma de código abierto para control y seguridad de agente

thenewstack.io/galileo-agent-control-op...

#AIObservability #AIagents #OpenSource #RoxsRoss

In MLOps, you monitored model drift.
In the Agent Era you monitor decisions.
An agent reasons, calls tools & retrieves context across multiple steps. Any step can fail silently.
Your old MLOps playbook didn't break. The problem just changed shape.
#AIObservability #LLMOps #MLOps

AI-native observability is becoming the new enterprise compass, says Honeycomb.io CMO Cloud-native practices have matured into stable foundations, and the industry is accelerating toward an AI-native observability future. Observability is becoming essential for ensuring direction and measurable...

AI-native observability is becoming the new enterprise compass, says Honeycomb.io CMO #Technology #SoftwareEngineering #ArtificialIntelligence #AIObservability #EnterpriseTech #Honeycomb

𝗗𝘆𝗻𝗮𝘁𝗿𝗮𝗰𝗲 𝗶𝗻𝘁𝗲𝗴𝗿𝗲𝗲𝗿𝘁 𝗺𝗲𝘁 𝗔𝗺𝗮𝘇𝗼𝗻 𝗕𝗲𝗱𝗿𝗼𝗰𝗸 𝗔𝗴𝗲𝗻𝘁𝗖𝗼𝗿𝗲 𝘃𝗼𝗼𝗿 𝗲𝗻𝗱-𝘁𝗼-𝗲𝗻𝗱 𝗼𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝘃𝗼𝗼𝗿 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗼𝗽 𝗔𝗪𝗦

𝘐𝘯𝘵𝘦𝘨𝘳𝘢𝘵𝘪𝘦 𝘯𝘶 𝘢𝘭𝘨𝘦𝘮𝘦𝘦𝘯 𝘣𝘦𝘴𝘤𝘩𝘪𝘬𝘣𝘢𝘢𝘳, 𝘮𝘦𝘵 𝘳𝘦𝘢𝘭𝘵𝘪𝘮𝘦 𝘻𝘪𝘤𝘩𝘵𝘣𝘢𝘢𝘳𝘩𝘦𝘪𝘥, 𝘤𝘰𝘯𝘵𝘳𝘰𝘭𝘦𝘦𝘳𝘣𝘢𝘢𝘳𝘩𝘦𝘪𝘥 𝘦𝘯 𝘰𝘱𝘵𝘪𝘮𝘢𝘭𝘪𝘴𝘢𝘵𝘪𝘦 𝘷𝘰𝘰𝘳 𝘢𝘨𝘦𝘯𝘵𝘪𝘤 𝘸𝘰𝘳𝘬𝘧𝘭𝘰𝘸𝘴

#Persbericht #AmazonWebServices #Dynatrace #AIObservability #AmazonBedro

Outshift | AI observability: AGNTCY's open source suite and enterprise-ready observability with Splunk AGNTCY and Splunk deliver open source AI observability. Monitor AI quality, detect hallucinations, and ensure trust with enterprise ready solutions.

Announcing #AGNTCY’s open source observe module for AI observability—built from the ground up with industry leaders like Splunk to address today’s core AI challenges. Learn more here: cs.co/633277kByV

#AIObservability #TrustworthyAI

Monitor AI Agents in Production with Zero Code Learn to monitor AI agents in production with Amazon Bedrock AgentCore Observability. Zero-code...

🚀📝 Monitor AI Agents in Production with Zero Code

#AIObservability #AmazonBedrock #AgentCore #CloudWatch #MachineLearning

45% of execs say AI adoption is the #1 driver for deeper observability.

Probabilistic AI models fail in ways traditional monitoring can’t catch.
Time to deploy AI to monitor AI and decode the black box! 🤯🔍
#AIObservability #PredictiveOps

🚀 Drupal AI is approaching v1.2.0!

New features include an Observability module, native PDF-to-text, improved Agents control, and enhanced chat UI.

Full update by @pdjohnson via TDT:
🔗 https://bit.ly/46QPsfr

#DrupalAI #OpenSourceAI #AIObservability #DrupalModules

The New York week continues to connect the ML community across roles, as lightning talks turn into lunch-table plans and new collaborations that outlive the conference.
#MLCon #MLCommunity #DataScience #ModelOps #AIObservability #ResponsibleAI

EP287: Observabilidad y monitoreo de agentes en AWS Podcast AWS LATAM · Episode

Nuevo Podcast #AWSlatam 🎤 - EP287: Observabilidad y monitoreo de agentes en AWS

#AIobservability #GenerativeAI #AgenticSystems #MonitoringBestPractices #AIevolution

ift.tt/h4YyQda

Hello from AWS Unicorn Day 🦄✨
Pebble’s in the room with the brightest minds in tech, ready to make AI safer, smarter & scale-ready. Sydney — let’s talk AI that works in the real world.

#AWSUnicornDay #PebbleAI #AIObservability #GenAI #AWS

From terabytes to insights: Real-world AI obervability architecture GUEST: Consider maintaining and developing an e-commerce platform that processes millions of transactions every minute, generating large amounts of telemetry data, including metrics, logs and traces across...

From terabytes to insights: Real-world AI obervability architecture #Technology #EmergingTechnologies #ArtificialIntelligence #AIObservability #DataInsights #EmergingTech

AWS Weekly Roundup: SQS fair queues, CloudWatch generative AI observability, and more (July 28, 2025) | Amazon Web Services To be honest, I’m still recovering from the AWS Summit in New York, doing my best to level up on launches like Amazon Bedrock AgentCore (Preview) and Amazon Simple Storage Service (S3) Vectors. There’s...

📰🚨AWS Weekly Roundup: SQS fair queues, CloudWatch generative AI observability, and more (July 28, 2025) by Micah Walter

#AWSSummit #AmazonBedrock #CloudWatch #SQS #AIObservability

From Raw Logs to Rich Insights: FluentBit and Lucenia for AI Driven DevOps FluentBit collects. Lucenia retrieves. Together, they transform raw logs into retrievable context—ready for AI Observability.

With AI bots taking over incident response and root cause detection, DevOps tools must evolve.

FluentBit collects. Lucenia retrieves.
Together, they make logs usable—for both agents and engineers.

Read more → lucenia.io/2025/07/17/f...

#AIObservability #DevOps #FluentBit #Lucenia #retrieval #AI

Honeycomb Observability Day - Sep 11 San Francisco

Save the date! Observability Day San Francisco is coming September 11, 2025.
Join Honeycomb for a day focused on the future of observability. More details soon — but trust us, you won’t want to miss it.
#O11yDaySF #AIObservability

The Role of AI in Observability for Cloud Systems Cloud systems form the backbone of modern IT infrastructure. However, their inherent complexity presents significant challenges in observability, monitoring, and maintenance. AI-driven observability tools provide crucial capabilities that help overcome these challenges by enhancing monitoring accuracy, anomaly detection precision, and enabling predictive maintenance. We will explore these roles in depth, complemented by practical case studies, comparative analysis of AWS and Azure tools, and best practices for implementation.

Learn how AI-powered observability tools are improving cloud system reliability and performance. #AIObservability #CloudReliability #PerformanceMonitoring #CloudDailywire

Welcome to the AI trough of disillusionment Tech giants are spending big, but many other companies are growing frustrated

42% of firms ditching AI pilots (Economist). Stuck in the AI "trough"? Complexity, visibility, security - Pebble AI solves these headaches. Move beyond disillusionment. #PebbleAI #AIObservability zcu.nu/Svl

🚀 Just dropped must-read Medium blogs on Azure AgentOps!
From transparency to evaluation to tracing your AI agents are no longer a black box.
Check it out 👉 medium.com/@jvargh1971

#AzureAI #AgentOps #AIObservability #MicrosoftAI

🛟 AI Explainability: When to Invest and When to Ignore Discover how banks are tiering explainability by risk, customer impact, and regulatory exposure. Plus: The CoT prompting risk no one talks about and how to spot it in production.

Drift, hallucination, prompt injection.

If your AI models cannot explain how they reason or why they change, you are exposed.

This issue of AI Check In explains how to spot failures before they escalate.

🔍 http://bit.ly/3H5Erfw

#ModelOps #AIObservability #Risk

Key improvements:
• Ask for binary outputs with justification
• Provide context to your judge
• Validate with human oversight

#AIObservability #LLMEvals

⚠️ The Hidden Cost of LLM-as-a-Judge Evals

• Running generic evals on EVERY response = wasting tokens 😱
• Specific, contextual evals > generic metrics
• Sample strategically instead of evaluating everything

#AIObservability #LLMEvals

🔍 Tagging research and waiting three months, as Databricks’ Chief Scientist @jefrankle does, isn’t hesitance—it’s strategic patience.

Are you building for long-term impact or short-term buzz?

#GenAI #ProductManagement #LLMs #AIObservability #AIEngineering #Databricks #GalileoAI

Big congrats to our CEO @cyen.bsky.social who has been named BigDATAwire's 2025 People to Watch! This tenth anniversary list honors innovators transforming the future of data and AI.

#BigDATAwire #AIobservability

buff.ly/gyKEqbM

Blog: How Does 'Vibe Coding' Work with Observability? Learn More.

Vibe coding is fast. Observability keeps it safe.

Learn how to make AI-assisted development smarter—not riskier—in this post by Austin Parker: buff.ly/l6qaXQ0 #AIObservability

AI for Software Engineering is Just Another "Paradigm Shift" Read the blog to learn more.

AI tools are reshaping how software gets built—but they’re not magic. In this post, Ken Rimple explores how AI fits into a long history of engineering paradigm shifts, what it means for abstraction layers, and why human oversight still matters more than ever.

📖 👉 bit.ly/3G1caGw

#AIObservability

@lux.bsky.social Found this virtual event on AI observability - right up our alley! The Linux Foundation + Honeycomb webinar on April 10 (8AM PDT) about using OpenTelemetry with AI systems. Perfect for anyone building reliable AI applications. #AIObservability #DevOps