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StackHawk Delivers Wingman to Fix Vulnerabilities as Developers Write Code
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. Wingman is designed to install ...
Harness Previews Revamped Platform for the Agentic Engineering Era
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) agents using a forthcoming ...
How I Consolidated Duplicate Delivery Pipelines With Parameters and Build Tags
Ahmed Tariq | | Azure DevOps, build pipelines, CI/CD, deployment automation, devops, Release PipelinesTwo 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 builds, and ...
Splunk Preps Second Open Source LLM for Telemetry Data
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 week ...
Can Rust Improve Real Django API Performance? Testing Django-Bolt Beyond Synthetic Benchmarks
Dmitry Orlyakov | | Actix Web, API benchmarks, API performance, backend development, database performance, devops, Django, Django performance, Django-Bolt, msgspec, PyO3, Python, Python performance, REST APIs, Rust, serialization, web performanceDjango-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
Natacha Bakir | | AI security, Airflow Variables, Apache Airflow, artifact integrity, auditability, data validation, devsecops, machine learning security, ML pipelines, MLOps, model metadata, model security, pipeline security, SecMLOps, secrets management, SHA-256A 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
Neel Shah | | agentic AI, AI agents, AI Governance, AI operations, AIOps, automation guardrails, autonomous remediation, devops, human-in-the-loop, incident management, incident response, mttr, observability, production reliability, Runbooks, site reliability engineering, SREA 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
Semyon Slepov | | architecture, cloud infrastructure, concurrency, devops, Incident Analysis, memory exhaustion, Production Failures, provisioning systems, reliability engineering, resource limits, SRE, STPA, system design, system reliability, systems safety, workload managementA 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
Jaime Hampton | | AI agents, AI coding, AI Software Engineering, devops, factory, generative AI, software developmentEnterprise 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, ...
LocalStack Acquires WonderTwin AI to Gain SaaS App Emulation Platform
LocalStack this week revealed it has acquired WonderTwin AI, a provider of an emulator of software-as-a-service (SaaS) applications that is used to build custom applications for those platforms. Colin Neagle, vice president ...
Java 27 Tackles Post-Quantum Security and a Faster Patch Cadence
Tom Smith | | AI security, critical patch updates, enterprise applications, enterprise Java, FIPS 140-3, harvest now decrypt later, Helidon 27, Java 27, Java security, JavaFX 27, JDK 11, JDK 17, JDK 21, JDK 25, JDK 27, JDK 8, ML-KEM, OpenJDK, Oracle Java, Oracle Jipher, post-quantum cryptography, quantum security, TLS 1.3, virtual threadsJava 27 strengthens enterprise security with monthly critical patch updates and post-quantum TLS 1.3 support, helping organizations prepare for AI-driven threats and future quantum risks ...
Stop Chasing 100% Test Coverage: Why DevOps Teams Need to Test Smarter, Not More
Adonis Celestine | | AI testing, application security, CI/CD, continuous testing, devops, PRisMA, Product Risk Management, QA, QFD, Quality Assurance, Quality Functional Deployment, Rapid Risk Assessment, regression testing, release management, risk-based testing, RRA, software development, software quality, software testing, test automationEvery software team eventually runs into the same question: How much testing is enough? For years, the default answer has been "more." More automated tests. More regression suites. More environments. More devices ...
