
DevOps.com
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Where the world meets DevOps
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Keeping Humans Accountable as AI Agents Take On the SDLC
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28 Sep 2026
Ming Wu joins Alan Shimel to explain governed agent loops, shared context and traceability across AI-assisted development, with people remaining accountable for the results.

Headless DevOps Gives AI Agents Access to Delivery Workflows
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28 Sep 2026
Federico Larsen joins Alan Shimel to examine agent-accessible delivery workflows, API and MCP interfaces, and the testing and security checks needed for headless DevOps.

Docker Introduces Open Sandbox Kit Spec for AI Agent Permissions
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28 Sep 2026
AI agents are getting good at probing the boundaries developers put around them. Their ability to improvise makes them hard to contain. “You ask for something in a very high-level, vague-at-best

Survey: Lack of Confidence in Software Supply Chain Security Runs High
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28 Sep 2026
A survey of 400 platform and security engineers in the U.S and United Kingdom (UK), finds nearly three quarters (73%) are either only moderately confident (58%) or not confident (15%) in the ability

DHH Declares End of Hand-Writing Code at Rails World 2026
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28 Sep 2026
Controversial developer David Heinemeier Hansson (aka DHH) announced last week at Rails World 2026 that the end of handwritten code is upon us, calling it the modern era’s “Brownie” moment. The

Ten Great DevOps Job Opportunities
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28 Sep 2026
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these

GitHub’s Security Autofix Agent Now Remembers What It Fixed
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28 Sep 2026
GitHub’s agentic autofix now uses Copilot Memory to reuse repository-specific security fix patterns, helping Copilot apply lessons from past vulnerabilities across future alerts, reviews and coding

Leaked GitLab Email Tokens Can Reach Code, Secrets and CI/CD Pipelines
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25 Sep 2026
Security researchers have uncovered a GitLab behavior that could let attackers use a leaked project email address to push code, trigger CI/CD jobs and reach other repositories accessible to the

Blitzy Makes Sandbox for Reverse Engineering Code Available at No Cost
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25 Sep 2026
Blitzy has made available a sandbox where DevOps teams can reverse-engineer up to one million lines of code, generate up to 25,000 lines of tested end-to-end code, and identify security

Dependency Mocking Approach That Gets More Accurate as Your Services Deploy More Often
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25 Sep 2026
Traffic-based dependency mocking turns frequent upstream deployments into opportunities to refresh mocks from real behavior and reduce integration test drift.

Why Old Azure DevOps Releases Survive a Pipeline Cutover
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25 Sep 2026
Old Azure DevOps Classic releases can retain retired deployment tasks, Helm names, image paths and variables long after a pipeline cutover, leaving stale redeploy paths active.

DevSecOps Teams as Partners in Secure Software Delivery
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25 Sep 2026
DevSecOps teams can reduce last-minute release delays by shifting security decisions earlier, improving guardrails, clarifying ownership and making findings actionable.

Why Plan Review Stopped Working
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24 Sep 2026
The control that held your infrastructure together was plan review, meaning a person reading a diff and deciding whether to approve it. Not the policy document and not the pipeline configuration. It

Smoothing the Never-Ending Road to Modernization
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24 Sep 2026
In IT, it can sometimes feel like the finish line keeps getting farther away, no matter how fast we run. Cloud migration reshaped how organizations think about infrastructure, offering new

Talentica Software Unfurls Managed AI Service to Optimize Software Delivery
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24 Sep 2026
Talentica Software this week launched a managed software delivery service that leverages artificial intelligence (AI) to enable DevOps teams to deploy applications developed using AI coding tools at

Why Software Supply Chain Security Is Moving to the Gate
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24 Sep 2026
March 2026: malicious versions of axios get published directly to npm. May 2026: attackers forge valid provenance for 42 TanStack packages on npm, with 84 malicious versions shipped before detection.

What I Learned Building Cloud-Portable Services Across Multiple Providers
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24 Sep 2026
Multi-cloud strategies often stumble over provider-specific behavior. A layered abstraction built on official SDKs can normalize differences while preserving access to valuable native capabilities.

The Observability Tax: When Monitoring Costs Exceed Downtime Costs
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24 Sep 2026
Observability costs can spiral when teams collect more telemetry than they actually use. A more mature approach prioritizes the data that directly improves incident detection, diagnosis and recovery.

GitHub Gives Enterprises a Full Count of Who Holds the Keys
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24 Sep 2026
GitHub Enterprise Cloud now lets organizations export a full inventory of credentials, helping security teams identify stale, overprivileged and forgotten access across users, apps and automation.

TeamPCP Supply Chain Attack Leads to CrowdSec Source Code Being Stolen
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24 Sep 2026
CrowdSec says attackers stole source code from about 170 private GitHub repositories after a TanStack npm supply chain attack exposed an OAuth token tied to a former employee.

Why DNS Needs to Be Treated as Critical Infrastructure
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23 Sep 2026
DNS is one of those infrastructure components that only gets attention when something breaks, and by then, the damage is already done. An application may appear healthy, servers may be reachable, and

Speeding Up Software Delivery Is Changing How We Debug Performance
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23 Sep 2026
Deployment frequency has become one of the clearest markers of a mature engineering organization. Teams that once shipped monthly now ship daily, and teams that shipped daily now ship several times a

AWS Adds Harness to Open Source SDK for Building AI Agents
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23 Sep 2026
Amazon Web Services (AWS) this week revealed it has added a harness to the open source software development kit (SDK) it makes available for building artificial intelligence (AI) agents. First

Avalara Ushers in New Era of Agentic Tax and Compliance with Avalara Aviator
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23 Sep 2026
Avalara’s new agent hub brings together specialized AI agents to execute complex tax and compliance workflows while keeping people in control of the decisions that matter. FORT LAUDERDALE, Fla. —

Cycode Extends DevSecOps Reach to Software Packages Developers Download
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23 Sep 2026
Cycode is adding workstation-level protection to stop developers and AI coding agents from downloading malicious or insufficiently vetted software packages.

Your AI Coding Assistant Has the Keys to the Repo. Z.ai Just Showed Why That Matters
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23 Sep 2026
ZCode’s default-on indexing feature reportedly uploaded entire developer workspaces to cloud storage, highlighting why AI coding assistants should be treated as privileged software and closely

Why Shift Left is Dead
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23 Sep 2026
AI-driven development is exposing risks before code is written, forcing security teams to move beyond shift-left and govern agents, prompts, tools and data across the entire development lifecycle.

New npm Threat Bypasses Install Script Protections
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22 Sep 2026
A malicious npm package that has been downloaded millions of times comes with a new way of spreading the malware that makes it easier to bypass security protections, say researchers with security

Ten Great DevOps Job Opportunities
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22 Sep 2026
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these

GitLab Tightens Rate Limits as Coding Agents Drive Demand
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21 Sep 2026
GitLab is introducing new rate limits for its cloud-based DevOps platform as growing demand from AI agents and automated development tools increases pressure on its infrastructure. The changes, which

Codex Sandbox Escapes Show Why Agent Guardrails Can’t Live Inside the Agent
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21 Sep 2026
Two patched OpenAI Codex vulnerabilities, Heapjack and Overpatch, exposed how coding agents can escape sandboxes and reach developer systems without approval prompts.

Claude Code Adds AGENTS.md Fallback, Cutting Instruction File Sprawl
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21 Sep 2026
Claude Code now supports AGENTS.md, giving development teams a shared instruction format across multiple AI coding agents and reducing configuration drift.

GitHub Separates Who Writes Code From Who Runs Your CI
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21 Sep 2026
GitHub’s new workflow execution protections let teams control who and what can trigger Actions workflows, reducing CI/CD attack paths and tightening pipeline security.

US District Court Decision in AI’s Favor Worries Open-Source Developers
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18 Sep 2026
A federal appeals court handed GitHub, Microsoft, and OpenAI an important win in the first major appellate ruling over how AI coding tools can use open-source code. As we all know, all the AI

Splunk Open Sources Token Meter Tool for Application Developers
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18 Sep 2026
Splunk’s open-source Token Meter gives developers real-time visibility into AI coding agent activity, token consumption and estimated costs across tools including Claude Code, Codex and Cursor.

IT Outsourcing Versus In-House Development
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18 Sep 2026
The debate isn’t new — but the stakes are. In 2026, the gap between companies that get this decision right and those that don’t is measured in product cycles, burn rate, and competitive ground

Why Your CI/CD Pipeline Is Your Most Unprotected Attack Surface
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18 Sep 2026
CI/CD pipelines often hold privileged credentials, execute third-party code and connect directly to production, making pipeline security one of the most overlooked risks in modern DevOps.

Anthropic Adds a Coordinator to Claude Projects for Running AI Work in Parallel
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18 Sep 2026
Anthropic’s redesigned Claude Projects coordinates parallel Claude Code sessions, delegates work across branches and brings the results back through familiar pull-request review workflows.

Anthropic Brings Parallel Coding Workflows to Claude Projects
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17 Sep 2026
Anthropic announced it has redesigned Claude Projects to coordinate multiple coding sessions in parallel, with the new experience debuting in beta for Claude Code users. In the redesigned Projects, a

StackHawk Delivers Wingman to Fix Vulnerabilities as Developers Write Code
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17 Sep 2026
StackHawk this week launched Wingman, an artificial intelligence (AI) tool that makes it possible for application developers to automatically fix vulnerability issues as code is being written.

Harness Previews Revamped Platform for the Agentic Engineering Era
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17 Sep 2026
Harness today previewed a revamped user interface for its platform for managing software deployments that makes it simpler for software engineers to manage teams of artificial intelligence (AI)

How I Consolidated Duplicate Delivery Pipelines With Parameters and Build Tags
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16 Sep 2026
Two modules in a repository had near-identical Azure DevOps build and release definitions. A third would have required another pair. The delivery chain used five definitions: one change decider, two

Splunk Preps Second Open Source LLM for Telemetry Data
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16 Sep 2026
Splunk is gearing up to make an artificial intelligence (AI) model for analyzing log data available on Hugging Face under an open source license. Additionally, Splunk at its .conf26 conference this

Can Rust Improve Real Django API Performance? Testing Django-Bolt Beyond Synthetic Benchmarks
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16 Sep 2026
Django-Bolt uses Rust to accelerate Django request handling, but real-world gains depend on database work, authentication, serialization and where an API actually spends its time.

Why MLOps Pipelines Need Security Audits
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16 Sep 2026
A practical SecMLOps experiment shows how Apache Airflow ML pipelines can adopt DevSecOps controls for secrets, validation, artifact integrity and auditable security evidence.

The Three Tiers of Agentic Incident Response: When to Trust AI Autonomy
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16 Sep 2026
A three-tier model for agentic incident response balances AI automation with human oversight, matching autonomy to risk, reversibility, blast radius and diagnostic confidence.

The Most Dangerous Reliability Failures Aren’t Component Failures
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16 Sep 2026
A production provisioning failure shows why reliability problems can emerge from interactions between healthy components, and how system-level constraints and feedback can prevent them.

Factory Raises $200M as It Builds Agents Across the Software Lifecycle
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15 Sep 2026
Enterprise coding agent startup Factory announced it has raised $200 million at a $5 billion valuation, more than tripling its valuation from its last funding round five months ago. Founded in 2023,


