Prompting, Guardrails & Eval

Prompt tools, safety filters, red-teaming, evals, and regression benchmarks.

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devops.com > ollygarden-extends-ai-agent-to-identify-instrumentation-gaps

OllyGarden Extends AI Agent to Identify Instrumentation Gaps

8+ min ago   (449+ words) By: Mike Vizard on October 9, 2026 Less telemetry could mean lower costs and better insights: Rose AI helps DevOps teams identify unnecessary logs, metrics and traces before they reach observability platforms. OllyGarden claims its technology has identified opportunities to reduce telemetry…...


diginomica.com > phantom-velocity-numbers-new-relics-observability-forecast-and-new-ceo

Phantom velocity, by the numbers - New Relic’s Observability Forecast and a new CEO

7+ hour, 13+ min ago   (833+ words) One in four enterprises runs AI agents in production without monitoring them. Engineers lose 37% of their time to disruption, up from 33%. Nine percent of organizations get hit by high-impact outages several times a day - a 200% year-on-year jump. The headline cost…...


dev.to > samhartley_dev > i-use-telegram-as-my-devops-dashboard-no-web-ui-no-vpn-just-works-5cjk

I Use Telegram as My DevOps Dashboard — No Web UI, No VPN, Just Works

5+ hour, 59+ min ago   (463+ words) I have a bunch of things running 24/7 on a Mac Mini. GPU rental jobs, a Garmin watch face updater, a Fiverr inbox monitor, a funding rate tracker, a few cron jobs. For a while I ran a Grafana dashboard to…...


decagon.ai > glossary > what-are-opentelemetry-genai-semantic-conventions

OpenTelemetry GenAI semantic conventions

16+ hour, 26+ min ago   (500+ words) AI partner to build self-improving agents Workflows for AI agents Voice of the customer Personal agents are here. Meet them on your terms. Detection of personal agents and a dedicated channel to serve them, with permissions you control. Trust in…...


digital.ai > catalyst-blog > retries-are-easy-knowing-what-they-told-you-isnt

Retries Are Easy. Knowing What They Told You Isn’t.

1+ day, 10+ hour ago   (605+ words) If you run an Appium tests, you can already retry a failed test. Frameworks like TestNG has a retry analyzer. JUnit teams add an extension or a build plugin setting. An engineer can wire one up in an afternoon. So…...


tech.eu > 10/09/2026 > ollygarden-bags-4m-to-improve-telemetry-quality

OllyGarden bags $4M to improve telemetry quality

8+ hour, 34+ min ago   (333+ words) Observability platform OllyGarden has raised $4 million in venture capital funding to further develop its technology for improving telemetry quality. The round was backed by Next Frontier Capital, Grand Ventures and ACTAI Ventures, with existing investor DIG Ventures also participating. Observability…...


dev.to > morizal > how-i-built-end-2-end-observability-stack-with-opentelemetry-prometheus-grafana-loki-and-jaeger-500n

How I Built End To End Observability Stack with OpenTelemetry, Prometheus, Grafana, Loki, and Jaeger

9+ hour, 47+ min ago   (1650+ words) When an application is running, knowing that it is up does not necessarily mean knowing what it is doing. For example, imagine an API request that takes several seconds to complete. We would want to answer questions such as: Is…...


devops.com > attaching-evidence-to-alerts-an-enrichment-sidecar-for-alertmanager

Attaching Evidence to Alerts: an Enrichment Sidecar for Alertmanager

11+ hour, 24+ min ago   (196+ words) By: Daniil Romashov on October 8, 2026 The obvious request is to put the last few error lines into the alert message itself. I tried to do this inside Alertmanager, and it cannot be done there. It helps to understand why before…...


dev.to > frosty45 > cost-attribution-in-hosted-application-logging-for-postgres-saas-api-workers-explained-3kp7

Cost Attribution in Hosted Application Logging for Postgres SaaS API Workers Explained

13+ hour, 49+ min ago   (825+ words) Start from the question the on-call engineer must answer: did the notification fail before enqueueing, while a worker claimed it, at the external delivery boundary, or during a retry? A single error line cannot establish that sequence. Each component should…...


medium.com > codex > how-i-automated-vs-code-extension-stats-across-two-marketplaces-0125a5327e8b

How I Automated VS Code Extension Stats Across Two Marketplaces

16+ hour, 9+ min ago   (1039+ words) Keeping statistics and version numbers synchronized sounds like a small problem — until you maintain several extensions across multiple marketplaces. For my open-source portfolio, dotUniverse, I currently maintain seven VS Code extensions distributed through both the Visual Studio Marketplace and the…...