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Harness Launches AI Agents for Machine-Speed Vulnerability Response

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As frontier AI models give attackers a shrinking window to strike, Harness gives security teams a way to keep pace

SAN FRANCISCO, Aug. 19, 2026 /PRNewswire/ — Harness, the AI Software Delivery Platform™ company, today announced a set of security capabilities – AI SAST, agentic triage and remediation, a dedicated Zero-Day Agent, and virtual patching – that let security teams scan, prioritize, and ship a fix without waiting on a slower, disconnected process.

Frontier AI models are now on both sides of the equation. Attackers are using them to find and chain vulnerabilities faster than ever, going from disclosure to first exploit in as little as six hours, while the average vulnerability still takes over 50 days to fix. Defenders are gaining the same advantage, but unevenly: Project Glasswing partners have surfaced roughly 10 times more vulnerabilities using LLM-based scanning, a wave of visibility that turns into a bigger backlog without a faster way to act.

This is the new baseline, and every enterprise needs to be ready. This means having the ability to scan, triage, and ship a fix at the same machine speed those models now run, rather than relying on a security process built for a slower era.

“We’re at a point where the same AI models helping our customers ship software faster are also what attackers are using to find and exploit vulnerabilities faster,” said Rahul Sood, General Manager of Application Security at Harness. “The only way to close that gap is to make security a first-class part of the delivery pipeline itself, so scanning, prioritization, remediation, and deployment all move together instead of getting stuck in handoffs between disconnected systems. That’s the shift we built these agents around, and it’s the same shift every enterprise is going to have to make to stay ahead.”

Launching Agents Across the Vulnerability Lifecycle

These agents cover every stage a vulnerability moves through, from the moment it’s found to the moment it’s shielded in production, so no single slow step holds up the rest of the chain. Here’s what’s shipping:

AI SAST: A deterministic scanning engine paired with an AI layer that filters out noise, cutting false positives dramatically while catching complex issues like IDOR that traditional tools miss entirely.LLM Scan Orchestration: Teams that run their own LLM scanners can now do it natively inside their pipeline, with results feeding directly into the same triage and remediation workflow as everything else.Triage Agent: Automatically triages the flood of scanner findings, prioritizing what’s actually exploitable, so teams can focus their time on real risk.Remediation Agent: Writes and validates a fix for a prioritized finding and opens a pull request for a developer to review and approve.Zero-Day Agent: Monitors for newly disclosed zero-days around the clock, instantly identifies every affected pipeline and artifact across a customer’s environment, and generates a validated fix ready for review, often within minutes of a threat going public.Virtual Patching: Deploys a protective patch the moment a vulnerability is discovered during testing, no code changes required, shielding production immediately while the real fix is finished behind the scenes.

“For customers, this means the distance between ‘we found something’ and ‘it’s fixed and deployed’ shrinks from weeks to hours, without adding headcount or a new tool to manage,” Sood added. “Every agent in this launch is built on the same reachability data, so teams aren’t just moving faster, they’re spending that speed on the vulnerabilities that actually matter instead of chasing noise.”

Extending Harness’s AI Security Momentum

Harness has invested heavily in AI-driven security since its merger with Traceable in early 2025. Today’s announcement continues that trajectory, following the July 21, 2026 launch of Agent DLC, which brought governance and chain of custody to AI coding agents across the software delivery lifecycle. It also follows new integrations with Kong and Google that extend Harness’s security and governance capabilities across a wider range of infrastructure and platform partners.

As AI reshapes both software delivery and the threats against it, security has to be built into the platform itself. Harness plans to continue extending this work as the AI models on both sides keep getting more capable.

Availability

AI SAST, LLM Scan Orchestration, Triage Agent, Remediation Agent, Zero-Day Agent, and virtual patching are available now as part of the Harness platform. Customers can request a demo or contact their Harness account representative to learn more.

About Harness

Harness is the AI Software Delivery Platform™ company, enabling engineering teams to build, test, and deliver software faster and more securely. Powered by Harness AI and the Software Delivery Knowledge Graph, the platform brings intelligent automation to every stage of the software delivery lifecycle after code — removing toil and freeing developers from manual, repetitive work. Companies like United Airlines, Morningstar, and Choice Hotels use Harness to accelerate releases by up to 75%, cut cloud costs by 60%, and achieve 10x efficiency across DevOps. Based in San Francisco, Harness is backed by Goldman Sachs, Menlo Ventures, IVP, Unusual Ventures, and Citi Ventures.

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EVIDENT Completes Acquisition of CrestOptics S.p.A.

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NEEDHAM, Mass., Oct 5, 2026 /PRNewswire/ — Evident announced today that it has completed the acquisition of CrestOptics S.p.A., a Rome-based developer and manufacturer of advanced optical imaging systems for spinning disk confocal and super-resolution microscopy. The acquisition broadens Evident’s life science imaging portfolio and deepens its capability in high-speed, high-content 3D imaging for research, pharma, and biotech applications.

Founded in 2011, CrestOptics designs and manufactures confocal spinning disk and structured illumination microscopy (SIM) modules that integrate with microscope platforms from leading manufacturers worldwide. Its portfolio includes the X-Light family of spinning disk confocal systems, featuring precise optical sectioning and uniform illumination across a class-leading field of view; the compact CICERO widefield and spinning disk solution, which brings highly capable entry-level confocal within reach of any lab; and DeepSIM, a Lattice SIM super-resolution module that delivers sub-diffraction imaging with the accessibility of a widefield system. Used in laboratories around the world, CrestOptics products are built to be universally accessible tools that advance discovery without barriers.

“Researchers are asking harder questions of increasingly complex biological models, and that demands faster, gentler, higher-resolution imaging,” said Wes Pringle, Evident CEO. “Our customers push the limits of science, and our role is to advance the optical technologies that make new discoveries faster and easier than ever. Evident and CrestOptics operate under a shared vision. After partnering with them, it was clear that their mission, their engineering capability, and most importantly their people, complement our own and together we can deliver more complete solutions to the scientists who depend on us.”

Evident and CrestOptics have collaborated as partners for several years, with CrestOptics spinning disk technology already integrated into Evident microscope configurations. The acquisition formalizes and expands that relationship.

“Joining Evident is a natural next step for CrestOptics,” said Renato Giacobbo Scavo, Chief Executive Officer, CrestOptics. “We share a commitment to advancing what microscopy can reveal. With Evident’s global reach, manufacturing strength, and applications expertise, we can accelerate our innovation roadmap and bring our technologies to many more laboratories worldwide. We are grateful to our previous investors, Apposite Capital and Primo Capital, as well as our Chairman, David Martyr, and the board of directors, for their support throughout this journey.”

CrestOptics will continue to operate from its Rome headquarters and R&D and manufacturing facility and maintain its existing partner and distribution relationships, continuing to be a technology provider for the entire microscopy industry.

Learn more about Evident’s confocal and super-resolution solutions. 

About EVIDENT

For over 100 years, Olympus set the industry standard for optical precision in microscopy. Today, Evident carries that legacy forward, helping scientists, physicians, and engineers illuminate the unseen with advanced imaging solutions that combine renowned optics with digital innovation.

Evident’s life science portfolio spans brightfield and darkfield microscopy through advanced fluorescence, 4D analysis, and digital pathology. In industrial microscopy, the company delivers laser scanning, digital, and semiconductor systems for inspection, quality control, and manufacturing analysis.

Evident is headquartered in Tokyo, with R&D and manufacturing centers in Japan, the United States, Germany, and China, and sales and service operations worldwide. For more information, visit EvidentScientific.com.

About CrestOptics

Founded in 2011 in Rome, Italy, CrestOptics develops and manufactures advanced optical imaging systems for life science research. Its spinning disk confocal and super-resolution SIM technologies deliver high-speed, high-contrast imaging with low phototoxicity — enabling work with live cells, 3D models, and thick tissue that conventional techniques cannot resolve.

The portfolio includes the X-Light confocal spinning disk family, the CICERO integrated confocal solution, and the DeepSIM super-resolution module, each designed for broad compatibility with leading microscope platforms. CrestOptics also develops custom optical solutions for OEMs serving research, pharma, biotech, and industrial markets.

CrestOptics operates an ISO 9001-certified R&D and manufacturing facility in Rome and collaborates with research institutions including the Italian Institute of Technology.

For more information, visit CrestOptics.com.

 

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MediaTek and Airoha Accelerate Global Network Infrastructure Upgrades for the AI Era

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Showcasing Wi-Fi, 5G CPE and PON Platforms at Network X 2026—Assisting Global Operators in Upgrading Infrastructure with Higher Bandwidth, Ultra-Low Latency and Enterprise-Grade Reliability

HSINCHU, Oct. 5, 2026 /PRNewswire/ — The AI era demands more than compute power; it requires a high-bandwidth, low-latency, and highly reliable network infrastructure to deliver AI services to users in real time, reliably and at scale. At Network X 2026, MediaTek and Airoha Technology (known as the MediaTek Group) will showcase next-generation connectivity spanning Wi-Fi, 5G CPE, and PON. Encompassing fiber-optic access, wireless broadband, and home and enterprise connectivity, these industry-leading solutions help global telecom operators accelerate network upgrades, seamlessly extending AI applications and services across home, office, and on-the-go scenarios.

Comprehensive Connectivity Portfolio for an End-to-End Experience in the AI Era

In the AI era, network requirements are shifting from point access technologies toward an end-to-end service experience. From PON bringing high-speed fiber connectivity into homes and enterprises, to 5G FWA providing high-performance wireless broadband, and Wi-Fi extending connectivity to every device, the three technologies together form an essential foundation for telecom operators to deliver next-generation broadband services.

By combining the capabilities of MediaTek and Airoha, MediaTek Group provides connectivity expertise spanning PON, 5G CPE and Wi-Fi, enabling customers to work with a single partner across network access, CPE, and in-home and enterprise networks. Beyond the breadth of its technologies, MediaTek Group continues to strengthen enterprise-grade quality, reliability and multi-vendor interoperability, while supporting major broadband software ecosystems including OpenWrt, RDK-B and prplOS, helping telecom operators reduce system integration complexity and accelerate the deployment of new services.

Moving to Commercialization on a Global Scale

For telecom operators, network connectivity technology is more than a spec sheet. Its real value lies in long-term, reliable deployment across commercial networks on a global scale. MediaTek Group has decades of engineering and product experience spanning product definition, silicon development, software integration, system validation and lifecycle support. Its track records on product quality, reliability and scalable deployment capabilities continue to be validated through mass productions of billions of devices across the globe every year. Strategically positioned at the heart of the world’s premier semiconductor manufacturing ecosystem, MediaTek Group works hand-in-hand with advanced-process partners. This close collaboration ensures that customers benefit from continuous technology advancements and a highly reliable supply chain.

Building Next-Gen Networks: Driving Innovation across Three Key Areas

At Network X 2026, MediaTek Group is showcasing the parallel migration of three network technologies: from Wi-Fi 7 to Wi-Fi 8, from XGS-PON to 50G-PON, and from 5G to 5G-Advanced. Moving beyond raw speed, these technologies are aligned on a new trajectory: Through AI, advanced connectivity, and system integration, they deliver higher bandwidth, lower latency, and superior energy efficiency, creating a highly reliable network infrastructure designed for intelligent, large-scale deployment.

MediaTek Group noted that the rise of AI applications continues to drive stricter network requirements for bandwidth, reliability, low power consumption and multi-point connectivity. Consequently, the challenge for the telecom industry goes beyond continual upgrades on one single connectivity technology, but enabling fiber access, mobile broadband and Wi-Fi to work together more closely for a high-quality, end-to-end user experience.

From the product planning and definition stages, MediaTek and Airoha have worked closely to integrate PON, 5G CPE, and Wi-Fi technologies and product portfolios. Together with global ecosystem partners, they help telecom customers accelerate next-generation network infrastructure upgrades, extending AI computing power from the cloud and data centers directly into every home, enterprise, and smart device.

Exhibition: MediaTek + Airoha @ Booth K35

Network X 2026: 13-15 October 2026 @ Messe Wien, Vienna, Austria

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Sailorfy Advances Digital Trust in Maritime Careers by Keeping Seafarers in Control of Their Data

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SINGAPORE and MANILA, Philippines, Oct. 5, 2026 /PRNewswire/ — Sailorfy, a digital identity and credential platform developed by Seatrick Innovations Pte Ltd Singapore, is advancing a more transparent and trusted approach to maritime careers by helping seafarers organize, manage and present their professional information through a structured digital environment.

For seafarers, professional credentials are more than documents. Certificates, training records, sea-service history, employment details and other qualifications can determine whether a career opportunity is accessible. Yet these records are often maintained across paper files, emails, messaging platforms and multiple disconnected systems, making it challenging to keep information current and demonstrate credentials efficiently.

Recent developments across the maritime sector have quietly reinforced the importance of reliable crew certification and credential management. Instances involving fraudulent or improperly issued certificates have highlighted the need for stronger verification and greater confidence in professional records.

These developments point to a broader industry requirement: maritime credentials need to be not only digital, but also accessible, trustworthy and managed responsibly.

Sailorfy is designed to place seafarers at the centre of this process.

Through the platform, maritime professionals can build a digital profile, organize credentials and career records, connect with the wider maritime community, and access tools and learning opportunities that support professional development. Sailorfy’s approach is intended to help reduce information gaps between seafarers, training institutions, maritime professionals and employers, while supporting smoother career and workforce processes.

The growing global adoption of electronic certification and digital compliance processes is changing how maritime credentials are created, maintained and accessed. As this transition continues, resilient and seafarer-centred digital infrastructure can play an increasingly important role in maintaining continuity, reducing information gaps and supporting trust across the maritime workforce.

Sailorfy aims to contribute to this evolution by helping create a seafarer-centred digital trust layer. The objective is simple: make professional identity easier to manage, easier to verify and more useful for the people who build their careers at sea.

About Sailorfy

Sailorfy, developed by Seatrick Innovations Pte Ltd (Singapore), is a 360° trust infrastructure platform for the global maritime industry. It digitizes and secures the lifecycle of seafarer credentials — issuance, renewal, verification, and audit — replacing fragmented, manual, paper-based processes with a live, multi-stakeholder digital ecosystem.

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SOURCE Seatrick Innovations Pte Ltd Singapore

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