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AI Amplifies Your Existing Practices: Lessons from Our Shift to an AI-First Strategy

Jul 16, 2026 By Liz Fong-Jones In Honeycomb

In this two-part blog series, I give a detailed report-out on how our Honeycomb engineering team 2.5x-ed our throughput using AI without breaking everything or lowering our standards for quality. Part 1 explains how we did it and shows data about how that ramp-up happened. In this blog, I share what we learned. The “platform engineering” frame and the “autonomy, ownership, feedback loops” frame are the same frame, spoken in two different vocabularies.

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Self Improving Agents in Software Engineering

Jul 16, 2026 By Last9 - Monitoring for AI Native SDLC In Last9

How are you teaching your agents? Are they learning on their own? Does that lead to better results? Listen to @prathameshsonpatki7217 talk about our experience running agents in production for the last 8 months that self improve!

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You're already using AI without realizing it

Jul 16, 2026 By Harness In Harness

You're already using AI without even thinking about it. That's the realization that kicks off this ShipTalk moment: Apple Maps quietly using on-device machine learning to learn your routes and driving habits — complete trust, zero thought. Which raises the real question: why aren't we there yet with AI in software delivery? The answer comes down to one word: guardrails. Consumer AI earned invisible trust. Shipping software hasn't — not until the guardrails catch up.

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Harness + Cursor IDE: Accelerating Safe Software Delivery with AI Agents

Jul 16, 2026 By Harness In Harness

While AI coding assistants help developers write code faster than ever, the traditional manual workflows for delivery, security, governance, and production readiness often create a bottleneck. In this demo, see how Cursor and Harness bridge this gap by turning AI-generated code into a safe, governed, and production-ready software delivery lifecycle right from your IDE.

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Your agent should understand what you see

Jul 16, 2026 By Mihir Mavalankar In Sentry

Sentry’s Seer Agent lets you ask any questions about your data in Sentry, dive deep into that data, and fix issues faster. One of its particularly cool abilities is letting you ask questions directly about what you’re looking at in Sentry.

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Intent-Based User Interfaces Using LLMs

Jul 16, 2026 By Kubex In Densify

The Kubex UI is a model of analytic depth and flexibility. You can break down your environment’s utilization, risks, and optimization potential in many ways. You can view more than 100 different properties for each container and many different graphs showing historical performance and identified trends.

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Identity and Permissions for AI Worker Agents in Harness | Harness Blog

Jul 16, 2026 By Shivansh Srivastava In Harness

When we launched Autonomous Worker Agents, governance inherited, not integrated, was the core promise: agents run inside the same pipelines, and inherit the same RBAC, policy, and audit trails already governing production, rather than getting security bolted on after the fact.

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Introducing Unified Compliance as a Foundational Part of Puppet's Future

Jul 16, 2026 By Puppet In Puppet

As AI accelerates change, infrastructure environments continue to diversify, and regulatory expectations increase, organizations face growing pressure to maintain security, compliance, and operational accountability at scale. Back to top.

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From Reactive Fixes to a Practical IT Roadmap for Small Business

Jul 16, 2026 By OpsMatters In OpsMatters

A practical guide to building an IT roadmap that aligns technology, security, budgets, and growth priorities for small businesses.

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Free AI Photo Editor Review: PhotoGenerator AI in 2026

Jul 16, 2026 By OpsMatters In OpsMatters

Photogenerator is a smart online tool that lets you create stunning, high-resolution photos using artificial intelligence. With this platform, you can describe any idea in words-like a product photo, a portrait, or concept art-and Photogenerator will turn your description into a polished image. It's super easy to use, and you don't need any special skills to start making impressive pictures.

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