Atlassian Aims to Fill Context and Governance Gap for AI Coding Agents
Atlassian today extended the capabilities of its portfolio to provide teams of artificial intelligence (AI) coding agents with the level of context needed to build and deploy applications in production environments at much higher levels of scale. Code Context, built on Atlassian’s Teamwork Graph, makes it possible for AI coding...
Test Creation Was Never the Bottleneck
Something specific happened to software delivery in the past two years. The 2026 survey data is unusually clear about what it was. Sonar’s 2026 State of Code Developer Survey found that AI-generated or AI-assisted code accounted for 42% of code committed by respondents, with developers projecting that share to reach...
GitHub Workflows Strain Under AI Agent Development
Coder CEO Rob Whiteley joins Mike Vizard to explain why GitHub workflows, CI/CD pipelines and developer platforms are showing strain under agentic development — and what a policy-aware redesign of the DevOps stack should look like.
Runtime is where code tells the truth. Are you listening?
On September 24, some 10,000 developers will gather at WeAreDevelopers Americas 2026 in San Jose to discuss the future of software development. The post Runtime is where code tells the truth. Are you listening? appeared first on Dynatrace news.
Flaw in DeepSeek Harness AI Coding Tool Let Agents Disable Their Sandbox
News of the now-fixed vulnerability comes amid growing concerns that AI vendors do not in have complete control of their autonomous agents.
GitHub Puts Guardrails on Copilot’s Sandbox Inside JetBrains IDEs
JetBrains IDEs are where a lot of enterprise backend work happens — Java, Kotlin, Spring, big monorepos with a lot to break. So when an AI coding agent starts running shell commands inside that environment, the question isn’t whether it’s useful. It’s what happens if it touches the wrong file,...
Rust’s First Debugging Survey Shows Most Developers Skip the Debugger Entirely
Most Rust developers don’t use a debugger. That’s the headline finding from the Rust compiler team’s first dedicated debugging survey, and it’s worth sitting with for a second. Rust has spent years building a reputation as the language that catches your mistakes before you ship them. The compiler is famously...
AI Has Turned Verification Into the New DevOps Bottleneck
The next DevOps challenge is not generating more software. It is proving, quickly and repeatedly, that a growing volume of machine-generated change is fit to ship.
SpyCloud 2026 Identity Threat Report Finds Non-Human Identities Are Now the Leading Path into the Enterprise
Austin, Texas / USA, 9th September 2026, CyberNewswire
GitHub Quietly Fixes One of Dependabot’s Oldest Headaches
GitHub Dependabot can now authenticate to GitHub-hosted package registries without personal access tokens, reducing credential management and supply chain security risk.
EU-Funded CodeSupply Offers Grants for Open Source Software Supply Chain R&D
Software supply chain, security and compliance tools all depend on accurate information about the packages they analyze, but that data is often fragmented across multiple sources and can be difficult to access or use consistently. A new European Union-funded initiative called CodeSupply, coordinated by the NLnet Foundation, is making €400,000...
How to tackle platform engineering’s biggest challenges in 2026
tl;dr: Platform engineering is making real progress, but fragmented tooling, uneven automation gains, and new AI governance demands are keeping teams from realizing their full potential. The data shows where teams are getting stuck and what they can do to move forward. The post How to tackle platform engineering’s biggest...
Article: Implementing Chaos Engineering in Financial Payment Systems: Lessons from Enterprise ECS Deployments
Standard chaos engineering assumes experiments stop cleanly, blast radius is knowable in advance, and production is fair game. Payment systems violate all three. Salim Adedeji describes ECS-specific failure modes from enterprise deployments: a 60-second DNS TTL that produced 93-second failover, retry logic amplifying database load 2.4x, and AZ rebalancing loops...
Investigate DMS migration issues with AWS DevOps Agent
Migrating a production database is a high-risk operational event. AWS DMS is a cloud service that migrates relational databases, data warehouses, and other data stores into the AWS Cloud or between environments. It moves the rows reliably, but the failures that page an on-call engineer rarely happen during the data...
Automating the Experimentation Lifecycle with Kiro, AWS DevOps Agent, and LaunchDarkly
Introduction Continuous improvement depends on experimentation. Teams know that the fastest path to better outcomes is to test changes against real user behavior, measure results, and iterate. In practice, sustaining that cycle is slow and costly because the overhead compounds with each attempt. Three barriers slow teams down: 1. Planning...
Automate planned lifecycle upgrades with AWS DevOps Agent and Kiro
AWS Health Planned Lifecycle Events signal when a managed service version is nearing end of standard support. Learn how to automate these upgrades end to end with AWS DevOps Agent and Kiro: detect the event, investigate the upgrade path, apply validated code changes, and open a pull request for human...
Enterprise Live Migrations is now in public preview
Move Azure DevOps repositories to GitHub Enterprise Cloud with data residency while minimizing disruption Over the last several years, we’ve encouraged customers to move their repositories from Azure Repos to GitHub to take advantage of the latest AI-powered and agentic development experiences. We know that making this move at enterprise...
Article: Eliminating Long-Lived Credentials in GCP with Workload Identity Federation
Long-lived GCP service account keys are secrets that must be managed forever, are hard to rotate, and are easy to leak. Scaling Workload Identity Federation to 120+ production projects shows why it changes how machine identity is approached entirely: keys are secrets to manage, federated identities are trust relationships configured...
Optimize EKS operations with agents: Reduce MTTR with AWS DevOps Agent and a Kubernetes Operator
Introduction Running workloads on Amazon Elastic Kubernetes Service (Amazon EKS) can involve managing failures like OOMKilled or IP exhaustion. Engineers must repeatedly collect pod logs, trace events, and check node logs—a process that slows at night/weekends, with critical data lost when pods are deleted or nodes become unhealthy. This collection...
OpenTelemetry series: Anatomy of an OTel span
Today, the world is using LLM applications like never before, from the chatbots, assistants, and AI agents you type a question into and get an answer back from. Behind that simple back-and-forth, LLM applications do much of their work out of view, from retrieving context and calling models to generating...