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coralogix

Code Agents Need Observability

Apr 26, 2026 By Lily Waldorf In Coralogix
For those of us using tools like Claude Code, Codex, or Gemini, we already know they’re powerful. They can write code, refactor functions, open PRs, even run commands. For a lot of developers, they’re already part of the daily workflow. But once you zoom out beyond the individual developer, the biggest problem isn’t productivity. It’s control. AI coding tools are powerful, but they introduce a new, unpredictable cost layer that most teams don’t fully understand.
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How AI Is Reshaping Bill of Materials Management

How AI Is Reshaping Bill of Materials Management

Apr 26, 2026 By OpsMatters In OpsMatters
Most of what gets written about AI in manufacturing is hype. I've sat through enough vendor demos to recognize the pattern: a slick interface, cherry-picked examples, and a vague promise that machine learning will "transform" something. Half the time the underlying problem could have been solved with a structured database and a junior analyst.
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appsignal

From Keyword Search to Ask AI: How We Upgraded AppSignal's Docs Experience

Apr 24, 2026 By Ewa Szyszka In AppSignal
Documentation search is often the last thing devs think about, until someone posts publicly that they couldn't find a basic answer, or your support queue fills up with things that are genuinely in the docs. We decided to get ahead of that. This is the story of how we went from a minimal keyword-only search on our docs to a conversational Ask AI experience.
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circleci

Shipping trustworthy code with Chunk CLI

Apr 24, 2026 By Roger Winter In CircleCI
AI coding agents are fast. They generate functions, refactor modules, and wire up boilerplate faster than any human. What they don’t do by default is enforce the conventions a specific team has agreed on: the lint rules, the review patterns that senior engineers flag on every PR. A generated diff looks clean until someone runs CI or reads it carefully.
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Sentry + Claude Agents: Automatic Bug Fixes from Root Cause to PR

Apr 24, 2026 By Sentry In Sentry
Seer, Sentry's AI debugger, automatically analyzes your issues and finds the root cause. Now you can pass that analysis directly to a Claude agent - a managed agent session in the Claude Console at platform.claude.com. Once it's done, a link to the branch appears in Sentry so you can review and merge the PR. This video walks through how the integration works and how to set it up in under two minutes.
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The Claude Bill is Too Damn High #speedscale #claude #aiagents #aicoding #devops #llms

Apr 24, 2026 By Speedscale In Speedscale
Stop overpaying for AI reasoning by trading expensive GPU cycles for efficient, deterministic testing. This video explores how tools like linters and traffic replay can complement Claude, helping you fix bugs more accurately while cutting token usage by up to 50%. Visit: speedscale.com to learn more.
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How is Agentic AI fundamentally different from earlier automation?

Apr 24, 2026 By Virtana In Virtana
Autonomous operations has been the goal for years. But most “automation” never got us there—it just helped teams keep up. Now that’s changing. Agentic AI introduces a fundamentally different model:– Purpose-built agents, not static workflows– Real-time decisioning, not predefined rules– Collaboration across agents, not isolated tasks Instead of automating steps, agentic AI enables systems to **reason, adapt, and act**—at a speed and scale humans simply can’t match. That’s what turns autonomous operations from a long-standing ambition into something actually achievable.
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