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By Vikas Gautam
Cross-source API correlation connects runtime findings to their code, documentation, and fixes for improved defense against machine-speed attacks. It's late on a Thursday, and a runtime alert fires on POST /api/v2/payments in production. The finding is clear. What happens next is not. In fact, it creates a host of questions to be answered: Every AppSec team knows this hunt. And every day spent hunting for the right repo and owner is a day the attacker can still exploit a vulnerability.
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By Chinmay Gaikwad
Harness October 2026 Updates: 150+ Features, Cosmos, FedRAMP 20x This Month's Biggest Ships: The shipping velocity at Harness skyrocketed. Harness shipped 150+ features in October, one about every 5 hours across 31 days! October's list covers both ends: code creation and software delivery. The biggest ship is Cosmos, a new agent that takes engineering work from ticket to pull request. The rest carries that pull request to production and keeps it safe.
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By Roshan Piyush
Explore how the $6.36B Binance breach exposed critical gaps in identity, DevOps, and signing security - and what engineering teams can learn from it. The October 29, 2026 theft from Binance is best read as a failure of identity and release-path trust, not a failure of cryptography. Binance's early findings point to a compromised DevOps engineer's laptop that gave an attacker a route into a service container and the ability to submit unauthorized withdrawals.
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By Kevin Moy
Explore Harness' latest compliance milestones: SOC 1, FedRAMP 20x Class A, PCI DSS, and HIPAA assessments across its platform and runtime security. Harness announced four compliance milestones: its first SOC 1 audit, FedRAMP 20x Class A certification, and first PCI DSS and HIPAA Security Rule assessments. SOC 1 and FedRAMP 20x Class A apply to the Harness Autonomous SDLC Platform. PCI DSS and HIPAA apply to the Runtime Protection Agent.
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By Renny Shen
Mobile application security testing finds flaws in your app and its SDKs before release. Learn MAST methods, iOS/Android risks, and tool criteria.
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By Mrinalini Sugosh
AI can write your Terraform in seconds. Learn what it takes to govern configuration drift and heal AI-generated infrastructure builds.
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By Abhinav Singh
AI agents are overloading source control and CI. See how 7x growth in PRs and builds at Harness shaped Agent-Ready SCM.
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By Soujanya Namburi
Discover how php2shell vulnerabilities expose PHP servers to remote code execution and how Harness virtual patching protects endpoints while you deploy fixes. On October 21, 2026, the PHP project rushed out emergency patches for two critical flaws nicknamed php2shell (CVE-2026-109618 and CVE-2026-109619, both rated 9.2 out of 10). This isn't a bug in some plugin or a server someone set up wrong. It's in PHP itself, in the way the language has handled errors since 2012.
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By Piyush Patel
Learn how Harness MCP OAuth proxy mode enables enterprise developers to use their own identity provider without static tokens or shared credentials. OAuth proxy mode lets enterprises run Harness MCP behind their own identity provider, with no static tokens anywhere in the chain. Coding agents write the change. Harness agents take it through production, running the builds, tests, scans, and deployments that follow, with policy enforced on every action.
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By Ravi Yadalam
AI Budgets turns an AI cost policy into a limit customers can watch hold in real time, so overspend gets caught within days instead of surfacing on next month's invoice. With AI Budgets, the Cost Management Agent turns your AI cost policy from a document everyone signed once and forgot into a limit you can see working. In our last post, we showed why 73% of organizations have an AI cost policy, but only 13% can tell whether it's working.
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By Harness
What is the Harness Software Delivery Agent? Harness Software Delivery Agent is an AI-powered software delivery solution that helps teams automate CI/CD pipelines, infrastructure workflows, deployments, and troubleshooting, moving code from commit to production while enforcing existing policies and approvals. In this video, we explain how Harness Software Delivery Agent works and how it helps DevOps teams, platform engineers, and developers automate software delivery.
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By Harness
The PHP2Shell vulnerability triggered a massive cybersecurity crisis. But the real story isn't just about the PHP security flaw. It's about who broke the rules, who was responsible, and whether one controversial decision made everything worse. In October 2026, researchers uncovered critical PHP vulnerabilities (CVE-2026-109618 and CVE-2026-109619) that threatened websites and applications across the internet. As security teams scrambled to prepare patches, the coordinated disclosure process began falling apart.
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By Harness
Anthropic's AI agents are logging 6x more hours than the humans directing them. Is this the beginning of a fundamental shift in how businesses operate? New data from Anthropic reveals how AI agents are transforming the workforce, accelerating software development, and changing what employees actually do every day. But the biggest story isn't just AI productivity. It's what happens next.
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By Harness
What if compliance and audits are actually symptoms of a bigger security problem? Neil Watkins from Burns & McDonnell challenges traditional security and compliance processes, explaining how automation and continuous compliance can help organizations deploy software faster while collecting real-time evidence that security controls are working. The future isn't just about passing audits. It's about proving compliance continuously, without relying on manual inspections.
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By Harness
Was this the worst week in cybersecurity? AI-discovered PHP2Shell vulnerabilities, the LiteLLM supply chain attack, and reports of unauthorized AI agents accessing bank accounts are exposing serious weaknesses in software security. But is this really a cybersecurity problem, or has AI exposed decades of poor software engineering decisions? In this episode of ShipTalk, Martin Reynolds and Adam Arellano break down a remarkable week in AI security and debate whether engineering or security teams should be responsible for fixing what comes next.
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By Harness
China’s AI and chip stocks have fallen sharply, raising a bigger question: could the same thing happen in the U.S.? With Microsoft, Alphabet, and Amazon reporting earnings, investors are looking for signs that cloud growth can justify the enormous sums being spent on AI. Is this a warning for the U.S. market, or can Big Tech’s AI investments deliver the growth investors expect?
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By Harness
Microsoft is offering voluntary buyouts to 60,000 employees—more than a quarter of its workforce—while investing billions into AI infrastructure. But here's the bigger question: What happens when experienced engineers leave and AI-generated code keeps accelerating? AI can write code faster than ever. But deploying it safely, securely, and at scale? That's becoming the real bottleneck. Is Microsoft funding AI with headcount instead of efficiency?
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By Harness
A hidden recording device. A former OpenAI engineer. And a possible connection to the Saudi government. What started as a suspicious discovery behind a television inside OpenAI has turned into a federal investigation with potential national security implications. The FBI is investigating whether former OpenAI engineer Abdulrahman Alfozan was involved in corporate espionage, with prosecutors pointing to alleged connections to a member of the Saudi royal family.
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By Harness
Microsoft just released over 1,400 security patches, including three zero-day vulnerabilities, one of which is already being exploited. But is this a sign of better security or a much bigger problem? In this ShipTalk discussion, we break down Microsoft's massive Patch Tuesday release, the challenges of managing thousands of vulnerabilities across enterprise environments, and whether AI is helping Microsoft find problems too late in the software development process.
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By Harness
AI is making code generation faster than ever. But writing code is only half the battle. Neil Watkins from Burns & McDonnell explains why the next big challenge in AI-driven software development isn't generating more code. It's making sure that code can be tested, secured, and deployed safely. As AI accelerates development, businesses need to rethink how they manage risk and ship software with confidence.
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By Harness
AI for Development Isn't New. AI for Delivery Is! AI coding assistants have transformed how teams create software. But innovation only delivers business value when code moves quickly and safely from commit to production and into customers' hands. In AI-Native Software Delivery, Harness Field CTO Nick Durkin and DevOps veterans Eric Minick and Chinmay Gaikwad present a practical guide to applying AI across the entire software delivery lifecycle.
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By Harness
Organizations everywhere are racing to modernize DevOps and elevate the developer experience, but how close are they to actually delivering?We surveyed over 650 engineering leaders to find out. The result is The State of Software Engineering Excellence 2025, a report that uncovers the hidden challenges, gaps, and opportunities shaping today's software teams.
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By Harness
This comprehensive whitepaper shows you how modern software delivery platforms solve these challenges.
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By Harness
Modern systems are more complex-and more fragile-than ever before. Whether it's scaling challenges, dependency failures, or unpredictable outages, reliability is no longer optional. It's a competitive edge. This eBook provides a practical blueprint for successfully adopting Chaos Engineering, with strategies proven to work across engineering, SRE, and QA teams. Learn how to overcome internal blockers, align ownership, and embed resilience testing directly into your software delivery lifecycle.
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By Harness
You're adopting AI code generation tools to enhance your engineering team's output, but how do you quantify the real return on investment? Without precise measurement, you're navigating in the dark, unable to identify true productivity gains or pinpoint areas for optimization. Justifying these critical AI investments becomes difficult.
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Harness delivers intelligent AI automation, so your team ships code faster, safer, and smarter.
Don't let your pipeline become the bottleneck as developers and AI coding agents generate more code. Harness AI intelligently automates, safeguards, and accelerates software delivery at any scale.
- AI for DevOps & Automation: Unleash developer productivity with AI that understands your DevOps ecosystem. Harness combines the industry's fastest, most secure CI/CD with developer self-service to automate pipelines, infrastructure, and the entire path from code to production.
- AI for Testing & Resilience: Release software confidently using AI-powered predictive analytics and testing. Make every change fast, safe, and resilient, so your teams can focus on shipping quality code instead of chasing bugs and triaging outages.
- AI for Security & Compliance: Make secure software your new default. From application and API discovery to AI-powered threat prevention, Harness uses contextual insights and agentic workflows to detect and mitigate risks from build to post-deployment.
AI for Everything After Code.