Social – X
The Agent Failure Your Approval Gate Can’t Catch
An agent that does the wrong thing leaves evidence — a bad diff, a malformed record, a customer complaint. An agent that does nothing and reports success leaves a green checkmark, and ...
OllyGarden Extends AI Agent to Identify Instrumentation Gaps
Mike Vizard | | AI agents, AI observability, AIOps, Cloud Native Computing Foundation, CNCF, data quality, devops, devops automation, Distributed Tracing, logs, metrics, Minimum Viable Instrumentation, MVI, observability, observability automation, observability costs, OllyGarden, OpenTelemetry, OpenTelemetry Instrumentation, Rose AI, telemetry costs, Telemetry Optimization, Telemetry ReductionOllyGarden expands its Rose AI agent with Minimum Viable Instrumentation to identify observability gaps, optimize OpenTelemetry data and reduce telemetry costs ...
IBM and Red Hat Disclose Discovery of More Than 400 Java Vulnerabilities
IBM and Red Hat this week reported they have identified and remediated more than 400 previously unknown vulnerabilities in Java libraries since launching a Lightwell initiative earlier this year. Additionally, Lightwell Clearinghouse, ...
Attaching Evidence to Alerts: an Enrichment Sidecar for Alertmanager
Daniil Romashov | | Alertmanager, incident response, log management, observability, Prometheus, SlackEvery on-call engineer knows the ritual. A page lands in Slack: the 5xx rate on a service is above the threshold. The message tells you that something is wrong and nothing about ...
New Relic Debuts Command-Line Observability Tool for Developers and AI Agents
New Relic has unveiled Ground Truth CLI, a command-line tool that enables software developers and AI agents to analyze system performance and verify whether technical issues have been resolved without needing to ...
Docsy for AI Agents, Oh, and People Too
Google's Docsy is joining the Linux Foundation as AI agents become documentation readers. Prague -- When I grew up in programming, if you didn't understand something in the code or operating system, ...
Harness Acquires Augment Code Assets to Expand Reach into AI Coding
Harness today added an artificial intelligence (AI) coding offering to its portfolio after revealing it acquired select assets from Augment Code. The Harness Cosmos Software Factory is based on Cosmos, a set ...
Quality Debt Is the New Technical Debt
For years, we talked about technical debt as something that quietly piles up while teams ship fast and skip cleanup. You take a shortcut now, but you pay for it later, usually ...
Secrets Sprawl and Rotation: A Practical Vault Management Playbook
Oreoluwa Omoike | | AI security, AI-assisted coding, API Key Security, AWS Secrets Manager, Azure Key Vault, CI/CD security, Cloud Security, credential exposure, Credential Rotation, Data Breaches, devsecops, Dynamic Secrets, GitGuardian, GitHub security, Google Secret Manager, hardcoded secrets, HashiCorp Vault, least-privilege, MCP Security, Model Context Protocol, non-human identities, secrets management, secrets sprawl, Security Boulevard, Terraform securityIn 2025 alone, security firm GitGuardian detected 28.65 million new hardcoded secrets exposed in public GitHub commits — a 34% increase year over year and the largest single-year jump the company has ...
Coding Agents Broke Git’s Scaling Math. GitHub Is Rebuilding to Keep Up
Tom Smith | | agentic AI, AI coding agents, automation, Azure Blob Storage, CI/CD, code review, developer productivity, devops, GIT, Git Infrastructure, github, GitHub Actions, platform engineering, Repository Scaling, software development, software engineering, Trunk-Based DevelopmentGitHub is rebuilding its Git infrastructure as AI coding agents drive billions of commits, promising up to 35x faster writes while exposing new DevOps bottlenecks ...
AI Is Taking on Entry-Level Engineering Work. Who Trains the Young Engineers?
David Atanda | | ai, AI automation, developer experience, Engineering Skills, Junior Engineers, technical trainingWhen I started my career on a support desk, I dealt with failed logins, missing permissions and recurring system errors every day. The work was repetitive, but repetition taught me to spot ...
Three Truths About AI SRE
The current enthusiasm for AI in Site Reliability Engineering (AI SRE) is well-founded. We are seeing incredible advancements in agents that can ingest alerts, parse logs, and propose rapid solutions to outages ...
