
Yes, We Know AI Isn’t a Person
Let’s get the obvious out of the way right up front. AI isn’t a person. Thank you, Captain Obvious. We’re all on the same page. And yet, when we announced that AI is Techstrong’s “Person of the Year” for our Predict 2026 virtual event on January 15, a few folks felt compelled to remind us […]

Your AI Agents Have a Blind Spot: What DevOps Teams Need to Know About Cross-LLM Security
Explore the challenges of AI agents in DevOps pipelines, highlighting the importance of model-aware detection to improve security and reduce vulnerabilities.

(Almost) Seven Signs That Your JavaScript Project is Legacy
Learn how to identify legacy JavaScript projects by examining outdated practices, architectural choices, and testing strategies that can hinder development.

Security Controls That Slow Teams Are Usually Poorly Designed
Discover strategies to enhance security controls in DevOps, emphasizing the shift from gates to guardrails and the importance of designing around real workflows.

DevSecOps In Digital Banking: Balancing Fast Releases With Regulatory Compliance
In the digital banking sector, fast releases of new features and security patches have become the norm. Unfortunately, many institutions lack the organization or the processes necessary to make the speed of necessary releases coincide with the need to follow strict regulatory guidelines. A failure to accurately test and ensure compliance can lead to critical […]

Lessons from 2025: The Year “Agent Mitigation” Became a Thing
Explore the emergence of agent mitigation as a formal discipline in response to 2025’s AI failures, highlighting best practices for secure and reliable AI agent deployment.

Part 3: The Zero-Touch Infrastructure: Architecting Systems That Fix Themselves
Part 3: Discover how autonomous SRE transforms incident management and system reliability, enabling self-healing systems that reduce reliance on human intervention.

Part 2: From Reactive to Predictive: Training LLMs on Your Incident History
Part 2: Discover how to harness incident history and AI to predict and prevent operational issues before they escalate, improving efficiency in Site Reliability Engineering.

Part 1: Death of the Toil: How AI Agents Are Replacing Traditional Runbooks
Part one of a three-part series: Discover how AI-driven reasoning agents are revolutionizing SRE practices by eliminating traditional toil and enhancing incident management.

Predict 2026: Why AI Will Force DevOps to Reinvent Itself
Join us at Predict 2026 to explore how AI is transforming the DevOps landscape, enhancing software delivery, and redefining operational strategies.

Cursor Allies with 1Password to Secure AI Coding Secrets
Cursor has partnered with 1Password to better protect secrets as applications are developed using an artificial intelligence (AI) coding tool. Nancy Wang, senior vice president and head of engineering for 1Password, said a Hooks Script provides application developers with a secure, just-in-time way to ensure only required secrets are made available to Cursor AI agents […]

Beyond the Prompt: A Quality-First Framework for AI-Assisted Engineering
Discover strategies for managing AI-generated technical debt and maintaining quality in software delivery as engineering teams accelerate their development processes.

Meta Introduces Confucius Code Agent: A New Approach to AI-Powered Software Engineering
Explore the Confucius Code Agent by Meta and Harvard, designed to enhance productivity in software engineering with a focus on agent architecture and operational performance.

Five Great DevOps Job Opportunities
Discover DevOps career opportunities at top companies like DevAltus, Nityo Infotech Corp., CyberCoders, Pacific Life, and Stanley Black & Decker in our weekly jobs report.

DeepSeek to Unfurl AI Model with Enhanced Coding Capabilities in February: Report
DeepSeek is preparing to launch its next-generation artificial intelligence (AI) model, V4, in mid-February, according to a report in The Information, citing two people with direct knowledge of the company’s plans. The upcoming release marks the Chinese startup’s first major model update since its R1 reasoning model in January 2025 sparked global attention and sent […]

Snowflake Plans $1B Acquisition of Observe to Expand AI-Powered Observability
Snowflake has signed an agreement to acquire observability startup Observe, moving to fold AI-driven telemetry analysis directly into its AI Data Cloud as enterprises grapple with the operational complexity created by large-scale AI systems. Financial terms were not disclosed, though multiple reports estimate the transaction at roughly $1 billion, which would make it the largest […]

Importance of Observability in the DevSecOps Pipeline: Enhancing Security, Compliance, and Collaboration
In today’s rapidly developing software world, security cannot be an afterthought. DevSecOps, the integration of security practices into every phase of DevOps, requires continuous monitoring and actionable insights to detect and mitigate threats effectively. Observability plays an essential role in this ecosystem by providing deep visibility into the security posture of the development process, enabling […]

From Reactive to Predictive: Capacity Planning Systems That Actually Work
I used to think capacity planning was about setting up CloudWatch alarms and hoping they’d fire before things broke. Spoiler: that’s not capacity planning—that’s just reactive firefighting with extra steps. Real capacity planning means knowing you’ll need more database capacity three weeks from now, not three minutes after your site starts timing out. It means […]

When Systems Work But No One Wakes Up: The Failure Between Monitoring and Human Response
At 2:07 a.m., a core production node went down. CPU usage spiked, latency ballooned and requests started timing out across the cluster. Monitoring tools caught it instantly as dashboards glowed red, alert rules fired and incident payloads were dutifully sent downstream. Everything functioned exactly as designed. Except no one responded. The alert reached every configured […]

Vibe Your Way Into Payments With More Approachable Payment Integration
Explore how vibe coding is changing the landscape of software development, simplifying payments integration and enabling faster prototyping using natural language.

Ready or Not, AI is Rewriting the Rules for Software Testing
Discover how the emergence of autonomous AI agents is revolutionizing software quality assurance, emphasizing behavior validation, MLOps, and dynamic testing frameworks.

Designing Privacy-Safe Logging at Scale: Lessons from Building Compliance-Aware Observability Systems
As regulatory scrutiny increases and distributed systems grow more complex, many organizations have accepted that privacy-safe logging is important. Fewer have figured out how to actually build it without sacrificing observability, developer velocity, or incident response effectiveness. The failure mode is consistent: logging controls are bolted on late, enforced unevenly, and trusted only when no […]

Survey Sees Wider Adoption of AI Coding Tools Creating More DevOps Challenges
Survey reveals 72% of developers use AI coding tools daily, generating 42% of code with AI. Trust issues persist, with 96% doubting AI code correctness.
