Securing The Future: How AI Is Transforming Vulnerability Detection With Berkay Berabi

The Secure Developer

#Security #Software Development #Tech News #Heavybit #Tech #News

35:19

We’ve turned intuition into a buzzword—flattened it into a slogan, a gut feeling, or a vague whisper we don’t always know how to hear. But what if intuition is so much more? What if it's one of the most powerful tools we have—and we’ve just forgotten how to use it? In this episode, I’m joined by Hrund Gunnsteinsdóttir , Icelandic thought leader, filmmaker, and author of InnSæi: Icelandic Wisdom for Turbulent Times . Hrund has spent over 20 years studying and teaching the science and art of intuition through her TED Talk, Netflix documentary ( InnSæi: The Power of Intuition ), and global work on leadership, innovation, and inner knowing. Together, we explore what intuition really is (hint: not woo-woo), how to cultivate it in a culture obsessed with logic and overthinking, and why your ability to listen to yourself might be the most essential skill you can develop. In This Episode, We Cover: ✅ Why we’ve misunderstood intuition—and how to reclaim it ✅ Practical ways to strengthen your intuitive muscle ✅ What Icelandic wisdom teaches us about inner knowing ✅ How to use intuition during uncertainty and decision-making ✅ Why trusting yourself is an act of rebellion (and power) Intuition isn’t magic—it’s a deep, internal guidance system that already exists inside you. The question is: are you listening? Connect with Hrund: Website: www.hrundgunnsteinsdottir.com TedTalk: https://www.ted.com/talks/hrund_gunnsteinsdottir_listen_to_your_intuition_it_can_help_you_navigate_the_future?utm_campaign=tedspread&utm_medium=referral&utm_source=tedcomshare Newsletter: https://hrundgunnsteinsdottir.com/blog/ LI: www.linkedin.com/in/hrundgunnsteinsdottir IG: https://www.instagram.com/hrundgunnsteinsdottir/ Book: InnSæi: Icelandic Wisdom for Turbulent Times Related Podcast Episodes: How To Breathe: Breathwork, Intuition and Flow State with Francesca Sipma | 267 VI4P - Know Who You Are (Chapter 4) Gentleness: Cultivating Compassion for Yourself and Others with Courtney Carver | 282 Share the Love: If you found this episode insightful, please share it with a friend, tag us on social media, and leave a review on your favorite podcast platform! 🔗 Subscribe & Review: Apple Podcasts | Spotify | Amazon Music…

about a year ago 29:45

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Episode Summary

Imagine if AI could detect and fix vulnerabilities in your code faster and with greater precision than ever before. That future is already here! In today’s episode, we’re joined by Berkay Berabi, an AI researcher and Senior Software Engineer at Snyk, to dive into the cutting-edge world of AI-powered vulnerability detection. Berkay offers insight into how Snyk is leveraging a hybrid AI approach to detect and fix vulnerabilities in code, combining human-driven expertise with machine learning for greater accuracy and scalability. He also introduces CodeReduce, a game-changing tool by Snyk that strips away irrelevant code, streamlining the detection process and addressing the challenges posed by complex, multi-step data flows. Through rigorous model testing, Snyk ensures that AI-generated fixes are validated to prevent errors, making the process faster and more reliable.

Show Notes

In this fascinating episode of The Secure Developer, host Danny Allan sits down with Berkay Berabi, an AI researcher at Snyk, to explore the groundbreaking CodeReduce technology and its implications for software security. Berabi, who transitioned from electrical engineering to AI research, shares insights into how Snyk is revolutionizing vulnerability detection and remediation using artificial intelligence.

The conversation delves deep into the technical aspects of CodeReduce, explaining how this innovative approach reduces complex code structures by up to 50 times their original size while maintaining vulnerability detection capabilities. Berabi explains the sophisticated process of code reduction, analysis, and fix generation, highlighting how AI models can better understand and address security vulnerabilities when working with simplified code. The discussion also covers the challenges of different AI models, from T5 to StarCoder and Mixtral, exploring their varying capabilities, accuracies, and performance trade-offs.

The episode critically examines the future of AI in software development, addressing both opportunities and concerns. Berabi and Allan discuss recent findings about AI-generated code potentially introducing new vulnerabilities, referencing Gartner's prediction that by 2027, 25% of software vulnerabilities could be created by AI-generated code. They explore how tools like CodeReduce and other AI-powered security measures might help mitigate these risks while examining the broader implications of AI assistance in software development. This episode offers valuable insights for developers, security professionals, and anyone interested in the intersection of AI and software security.

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Securing The Future: How AI Is Transforming Vulnerability Detection With Berkay Berabi

The Secure Developer

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published about a year ago

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165 episodes

#Security #Software Development #Tech News #Heavybit #Tech #News

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The Secure Developer

1
The Future Of API Security With FireTail’s Jeremy Snyder 38:00

4 days ago38:00

38:00

Episode Summary Jeremy Snyder is the co-founder and CEO of FireTail , a company that enables organizations to adopt AI safely without sacrificing speed or innovation. In this conversation, Jeremy shares his deep expertise in API and AI security, highlighting the second wave of cloud adoption and his pivotal experiences at AWS during key moments in its growth from startup onwards. Show Notes In this episode of The Secure Developer, host Danny Allan sits down with Jeremy Snyder, the Co-founder and CEO of FireTail, to unravel the complexities of API security and explore its critical intersection with the burgeoning field of Artificial Intelligence. Jeremy brings a wealth of experience, tracing his journey from early days in computational linguistics and IT infrastructure, through a pivotal period at AWS during its startup phase, to eventually co-founding FireTail to address the escalating challenges in API security driven by modern, decoupled software architectures. The conversation dives deep into the common pitfalls and crucial best practices for securing APIs. Jeremy clearly distinguishes between authentication (verifying identity) and authorization (defining permissions), emphasizing that failures in authorization are a leading cause of API-related data breaches. He sheds light on vulnerabilities like Broken Object-Level Authorization (BOLA), explaining how seemingly innocuous practices like using sequential integer IDs can expose entire datasets if server-side checks are missed. The discussion also touches on the discoverability of backend APIs and the persistent challenges surrounding multi-factor authentication, including the human element in security weaknesses like SIM swapping. Looking at current trends, Jeremy shares insights from FireTail's ongoing research, including their annual "State of API Security" report, which has uncovered novel attack vectors such as attempts to deploy malware via API calls. A significant portion of the discussion focuses on the new frontier of AI security, where APIs serve as the primary conduit for interaction—and potential exploitation. Jeremy details how AI systems and LLM integrations introduce new risks, citing a real-world example of how a vulnerability in an AI's web crawler API could be leveraged for DDoS attacks. He speculates on the future evolution of APIs, suggesting that technologies like GraphQL might become more prevalent to accommodate the non-deterministic and data-hungry nature of AI agents. Despite the evolving threats, Jeremy concludes with an optimistic view, noting that the gap between business adoption of new technologies and security teams' responses is encouragingly shrinking, leading to more proactive and integrated security practices. Links FireTail Rapid7 Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
The Case For Steward Ownership And Open Source With Melanie Rieback 44:11

18 days ago44:11

44:11

Episode Summary Is the traditional Silicon Valley startup model harming the security industry? In this episode of The Secure Developer, Danny Allan talks with Melanie Rieback , founder of Radically Open Security, about shaking up the industry with nonprofit business models. Tuning in, you’ll learn about the inner workings of Radically Open Security as a non-profit organization and the positive impact its donations have had on the open source ecosystem. We discuss the benefits of a steward-ownership business model, why it pairs so well with open source, and its power to reform venture capital and align incentives with long-term sustainability. For those interested in diving deeper, Melanie shares resources from her startup incubator, Nonprofit Ventures , and her free online Post Growth Entrepreneurship course . Tune in to learn why reforming our business models is vital for preserving and protecting our open source ecosystem and, by extension, security! Show Notes In this episode, Snyk CTO Danny Allan chats with Dr. Melanie Rieback, founder of Radically Open Security, about her journey from academia and pen testing to founding a cybersecurity company with a radically different business model. Melanie shares the motivations behind creating a not-for-profit organization that donates 90% of its profits to the NLnet Foundation, supporting open source and digital rights initiatives. They discuss the discontent with traditional cybersecurity business practices, including lack of transparency and ethical concerns like selling zero-days. Melanie explains Radically Open Security's structure, operating as a collective primarily using contractors, and how this model has allowed them to grow to 50 people while serving major clients and offering pro-bono work for nonprofits and critical open source projects like the Tor Project and Tails. The conversation then broadens to discuss alternative business models like steward ownership, where profit rights are separated from voting rights, aiming to lock value within the company and prevent mission drift often caused by traditional VC funding. They explore the concept of "Post Growth Entrepreneurship," which Melanie teaches, focusing on non-extractive business models and reforming finance itself. The discussion touches upon whether the tech industry, particularly open source, is moving towards more sustainable and ethical models, citing examples like Signal, Proton, Mastodon, and Mozilla. Melanie emphasizes that the culture of open source developers is often inherently altruistic, not greedy, but can be compromised by traditional funding systems. Finally, Melanie offers resources for listeners interested in learning more about these alternative models. Links Radically Open Security Radically Open Security on LinkedIn NLnet Foundation Nonprofit Ventures Post Growth Entrepreneurship Course Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Advancing AppSec With AI With Akira Brand 34:52

5 weeks ago34:52

34:52

Episode Summary In this episode of The Secure Developer, Danny Allan sits down with Akira Brand , AVP of Application Security at PRA Group , to explore the evolving landscape of application security and AI. Akira shares her unconventional journey from opera to cybersecurity, discusses why AppSec is fundamentally a customer service role and breaks down how AI is reshaping security workflows. Tune in to hear insights on integrating security seamlessly into development, AI’s role in secure coding, and the future of AppSec in a rapidly shifting tech landscape. Show Notes In this engaging episode, The Secure Developer welcomes Akira Brand, AVP of Application Security at PRA Group, for an in-depth discussion on the intersection of AI and application security. Akira’s unique background in opera and stage direction offers a fresh perspective on fostering collaboration in security teams and influencing organizational culture. Key Topics Covered: From Opera to AppSec: Akira shares her journey from classical music to cybersecurity and how her experience in stage direction translates into leading security teams. AppSec as a Customer Service Role: The importance of serving software engineers by providing security solutions that fit seamlessly into their workflows. The ‘Give Them the Pickle’ Approach: How meeting developers where they are and educating them can lead to better security adoption. AI’s Role in Secure Development: How AI-driven tools are transforming the way security is integrated into the software development lifecycle. Challenges in Security Culture: Why security is still an afterthought in many development processes and how to change that mindset. Future of AI in Security: The promise and risks of AI-assisted security tools and the need for standards to keep pace with rapid technological advancements. Links PRA Group Turing School Brian Holt Frontend Masters Resilia Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Authentication, Authorization, And The Future Of AI Security With Alex Salazar 38:36

7 weeks ago38:36

38:36

Episode Summary In this episode of The Secure Developer, host Danny Allan sits down with Alex Salazar , founder and CEO of Arcade , to discuss the evolving landscape of authentication and authorization in an AI-driven world. Alex shares insights on the shift from traditional front-door security to back-end agent interactions, the challenges of securing AI-driven agents, and the role of identity in modern security frameworks. The conversation delves into the future of AI, agentic workflows, and how organizations can navigate authentication, authorization, and security in this new era. Show Notes Danny Allan welcomes Alex Salazar, an experienced security leader and CEO of Arcade, to explore the transformation of authentication and authorization in AI-powered environments. Drawing from his experience at Okta, Stormpath, and venture capital, Alex provides a unique perspective on securing interactions between AI agents and authenticated services. Key topics discussed include: The Evolution of Authentication & Authorization: Traditional models focused on front-door access (user logins, SSO), whereas AI-driven agents require secure back-end interactions. Agentic AI and Security Risks: How AI agents interact with services on behalf of users, and why identity becomes the new perimeter in security. OAuth and Identity Challenges: Adapting OAuth for AI agents, ensuring least-privilege access, and maintaining security compliance. AI Hallucinations & Risk Management: Strategies for mitigating LLM hallucinations, ensuring accuracy, and maintaining human oversight. The Future of AI & Agentic Workflows: Predictions on how AI will continue to evolve, the rise of specialized AI models, and the intersection of AI and physical automation. Alex and Danny also discuss the broader impact of AI on developer productivity, with insights into how companies can leverage AI responsibly to boost efficiency without compromising security. Links Arcade.dev - Make AI Actually Do Things Okta - Identity OAuth - Authorization Protocol LangChain - Applications that Can Reason Hugging Face - The AI Community Building the Future Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Rethinking Secure Communication With Mrinal Wadhwa 40:32

9 weeks ago40:32

40:32

Episode Summary In this episode of The Secure Developer, Danny Allan sits down with Mrinal Wadhwa , CTO at Ockam , to explore the evolving landscape of secure communication in distributed systems. They discuss the challenges of securing microservices, IoT networks, and Kubernetes environments and how traditional TLS-based security models may no longer be sufficient. Mrinal shares insights into Ockam’s approach to end-to-end encrypted, mutually authenticated channels and the impact of WebAssembly, passkeys, and modern cryptographic identity management on security. Tune in for a deep dive into how organizations can rethink security at runtime to minimize risks in today’s complex digital ecosystems. Show Notes Security in modern applications is more challenging than ever, with microservices architectures, IoT deployments, and distributed computing environments introducing new risks. In this episode, Danny Allan welcomes Mrinal Wadhwa, CTO at Ockam, to discuss how secure communication models need to evolve beyond traditional TLS and perimeter-based defenses. Topics covered include: The challenges of securing microservices and Kubernetes clusters How end-to-end encryption and mutual authentication can minimize risk The importance of cryptographic identities and key rotation at scale How Ockam enables secure channels across multiple transport layers (TCP, Bluetooth, Kafka, etc.) The role of WebAssembly and passkeys in rethinking security models Shifting from perimeter-based security to secure-by-design communication Mrinal shares key insights on how organizations can rethink risk at runtime, considering the number of people and systems involved in data flow rather than just static build-time dependencies. Whether you're a security leader, developer, or architect, this episode provides actionable insights on building trust in your infrastructure without compromising performance or agility. Links Ockam Passkeys Overview Private Compute Cloud by Apple Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
The Future Of Security, Privacy And Control With Wayne Chang 39:22

11 weeks ago39:22

39:22

Episode Summary In this episode of The Secure Developer, Danny Allan , CTO of Snyk, sits down with Wayne Chang , Founder and CEO of SpruceID , to explore the evolving landscape of digital identity and security. From self-sovereign identity to the role of AI in authentication, they discuss the future of identity management, the risks of centralized systems, and the benefits of decentralized approaches. They also dive into how policy, compliance, and emerging technologies like passkeys and zero-knowledge proofs are shaping the security ecosystem. Show Notes The world of digital identity is changing fast, and in this episode of The Secure Developer , we explore how security professionals and developers can navigate this evolving space. Host Danny Allan is joined by Wayne Chang, Founder and CEO of SpruceID, to discuss key trends and challenges in identity management. Topics Discussed: Wayne's Background: From health tech to digital identity, how Wayne’s early struggles with integrating health records led to his passion for self-sovereign identity. The Evolution of Digital Identity: Why usernames and passwords are no longer the gold standard, and how newer methods like passkeys and cryptographic credentials improve security. Decentralization vs. Centralization: The trade-offs between federated identity systems (like OAuth and SSO) and self-hosted identity wallets. The Role of AI in Identity Security: How AI is both a tool for improving security and a threat vector for identity fraud. Privacy and Compliance: How regulations like GDPR, CCPA, and emerging state-level laws influence digital identity strategies. The Future of Authentication: The move from multi-factor authentication to "myriad factor authentication," leveraging multiple signals for seamless and secure access. Wayne and Danny also discuss real-world use cases, including the development of mobile driver's licenses, emerging digital identity wallets, and the challenges of ensuring privacy and security while maintaining usability. The conversation highlights how organizations can stay ahead with better authentication practices and privacy-preserving architectures as fraud becomes more sophisticated. Links SpruceID - Identity infrastructure for the digital world NIST - The National Institute of Standards and Technology NIST SP 800-63 - Digital Identity Guidelines ACLU Digital ID State Legislative Recommendations Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Building Security Culture With Dustin Lehr 38:15

13 weeks ago38:15

38:15

Episode Summary Security is more than just a checklist—it’s a cultural movement. In this episode, Dustin Lehr , Co-founder of Katilyst , joins Danny Allan to explore the intersection of security, engineering, and culture. They discuss how to foster security champions, scale security programs, and build a culture where developers naturally integrate security into their workflows. Dustin shares insights from his extensive career, offering practical strategies for creating lasting change in security practices. Show Notes Security isn’t just about tools—it’s about people. In this episode of The Secure Developer , Dustin Lehr, Co-founder of Katilyst, joins Danny Allan to discuss the importance of building a strong security culture within engineering teams. Dustin shares his journey from software engineering to security leadership, emphasizing how security should be an extension of software quality. He highlights how security champions programs can empower developers to take ownership of security without disrupting their workflow. Key topics include: The evolution of software development and how security fits in Best practices for launching and sustaining a security champions program The psychology of change and how to influence developer behavior The role of AI in security culture—what works and what doesn’t Metrics and strategies for measuring the success of security initiatives With real-world insights and actionable advice, this episode is a must-listen for security and engineering leaders looking to scale security through culture, not just technology. Links Katilyst – Dustin Lehr’s company focused on security culture Security Champion Program Success Guide – A free resource for building effective security champion programs Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Securing And Defending Like Brazilian Jiu-Jitsu With Jeremiah Grossman 36:57

15 weeks ago36:57

36:57

Episode Summary Join Jeremiah Grossman , application security pioneer and former CEO of WhiteHat Security , as he reflects on decades of innovation in the industry, from the early days of OWASP to today’s AI-driven development landscape. Explore critical discussions about the escalating costs of security, aligning developer incentives, and the future challenges posed by AI-generated vulnerabilities. Packed with insights, this episode dives deep into the strategies and frameworks shaping the way we build and secure modern software. Show Notes In this episode of The Secure Developer , we sit down with Jeremiah Grossman, a pioneer in application security and former CEO of WhiteHat Security. Jeremiah shares fascinating insights from his decades of experience shaping the security landscape, including the origins of the OWASP project and his role in raising awareness about critical vulnerabilities like SQL injection and cross-site scripting. The conversation delves into how the industry has evolved over the past two decades, from the early days when nearly every application was riddled with vulnerabilities to today’s more robust frameworks and heightened security awareness. Despite these advancements, Jeremiah and Danny discuss why security spending remains high while organizations continue to struggle with improving their overall security posture. Key topics include: The misalignment of incentives in software development that prioritizes speed over security. The emerging role of cyber insurance in shaping organizational security practices. The challenges of unknown assets and their contribution to breaches, highlighting the importance of asset inventory and attack surface management. The impact of AI on software development, particularly the risks and opportunities presented by AI-generated code and new attack surfaces. Jeremiah also shares his thoughts on aligning incentives for secure development, including innovative approaches like developer performance metrics and reward structures for secure coding. The episode concludes with a look at Jeremiah’s current focus on venture capital and fostering innovation in security, as well as his personal passion for Brazilian jiu-jitsu and its parallels with the security industry. This episode is a deep dive into the critical challenges and opportunities facing modern security professionals, offering actionable insights and thought-provoking discussions for developers, CISOs, and security practitioners alike. Links OWASP (Open Web Application Security Project) Black Hat Node.js Brave Browser Chromium Cornell Study on AI Code Vulnerabilities Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
The Development Of Security With David Mytton 34:23

17 weeks ago34:23

34:23

Episode Summary In this episode of The Secure Developer, host Danny Allan sits down with David Mytton , founder and CEO of Arcjet , former CEO of Server Density , and co-founder of Console.dev . David shares his insights into bridging the “developer-security gap” with Arcjet, a cutting-edge middleware SDK designed to empower developers with advanced security tools like rate limiting and bot protection. The conversation dives into the evolution of developer tools, the growing role of AI in coding, and the future of secure software development in modern environments. David also offers a fascinating perspective on sustainable computing and the impact of clean energy in the tech industry. Show Notes In this thought-provoking episode of The Secure Developer , host Danny Allan sits down with David Mytton, founder and CEO of Arcjet, to explore the evolving intersection of development, security, and AI. David, a serial entrepreneur with deep roots in cloud monitoring and developer tools, shares his journey from co-founding Server Density to building Arcjet, a groundbreaking solution for developers managing runtime security. The conversation begins with David’s take on why developers should prioritize security early in the development lifecycle. He highlights the challenges developers face in modern environments, where traditional security tools often fail to integrate seamlessly with serverless and edge computing platforms. David introduces Arcjet as an innovative SDK that empowers developers to implement rate-limiting, bot detection, and other security measures directly in their applications, offering a developer-first approach to runtime protection. Delving deeper, the discussion shifts to the rise of WebAssembly as a transformative technology. David explains how WebAssembly enables near-native performance across platforms while providing unparalleled isolation—making it a perfect fit for modern security needs. He contrasts this with traditional intrusion detection systems and outlines how Arcjet leverages WebAssembly to fill the gaps left by legacy tools. The episode also explores the broader evolution of the developer ecosystem. From the increasing adoption of AI-powered coding tools to the growing interest in languages like Rust, David shares his perspective on how these trends are reshaping software development. He also discusses the challenges of balancing AI-generated code with the need for security and the potential for AI to exacerbate vulnerabilities if not carefully managed. As the conversation wraps up, David touches on his research in sustainable computing and its implications for the tech industry. He highlights the positive strides being made toward greener computing practices and how developers can contribute to a more sustainable future. This episode offers a rich blend of technical insights, forward-thinking ideas, and practical advice for developers and security professionals navigating the ever-changing landscape of software security and development. Links Arcjet Console Acquia Rust Programming Language University of Oxford Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Securing The Future: How AI Is Transforming Vulnerability Detection With Berkay Berabi 29:45

19 weeks ago29:45

29:45

Episode Summary Imagine if AI could detect and fix vulnerabilities in your code faster and with greater precision than ever before. That future is already here! In today’s episode, we’re joined by Berkay Berabi , an AI researcher and Senior Software Engineer at Snyk , to dive into the cutting-edge world of AI-powered vulnerability detection. Berkay offers insight into how Snyk is leveraging a hybrid AI approach to detect and fix vulnerabilities in code, combining human-driven expertise with machine learning for greater accuracy and scalability. He also introduces CodeReduce , a game-changing tool by Snyk that strips away irrelevant code, streamlining the detection process and addressing the challenges posed by complex, multi-step data flows. Through rigorous model testing, Snyk ensures that AI-generated fixes are validated to prevent errors, making the process faster and more reliable. Show Notes In this fascinating episode of The Secure Developer, host Danny Allan sits down with Berkay Berabi, an AI researcher at Snyk, to explore the groundbreaking CodeReduce technology and its implications for software security. Berabi, who transitioned from electrical engineering to AI research, shares insights into how Snyk is revolutionizing vulnerability detection and remediation using artificial intelligence. The conversation delves deep into the technical aspects of CodeReduce, explaining how this innovative approach reduces complex code structures by up to 50 times their original size while maintaining vulnerability detection capabilities. Berabi explains the sophisticated process of code reduction, analysis, and fix generation, highlighting how AI models can better understand and address security vulnerabilities when working with simplified code. The discussion also covers the challenges of different AI models, from T5 to StarCoder and Mixtral, exploring their varying capabilities, accuracies, and performance trade-offs. The episode critically examines the future of AI in software development, addressing both opportunities and concerns. Berabi and Allan discuss recent findings about AI-generated code potentially introducing new vulnerabilities, referencing Gartner's prediction that by 2027, 25% of software vulnerabilities could be created by AI-generated code. They explore how tools like CodeReduce and other AI-powered security measures might help mitigate these risks while examining the broader implications of AI assistance in software development. This episode offers valuable insights for developers, security professionals, and anyone interested in the intersection of AI and software security. Links DeepCode AI Fix Research Paper DeepCode AI Fix Blog Post Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Revolutionizing Coding - The Future Of AI-Driven Development With Jeff Wang 34:50

41 weeks ago34:50

34:50

Episode Summary Are you ready to revolutionize your coding experience with cutting-edge AI tools? In this episode of The Secure Developer, host Danny Allan is joined by Jeff Wang , Head of Business at Codeium , to take a deep dive into the transformative power of generative AI in software development. Discover how coding assistants have evolved from simple auto-complete functions to sophisticated AI-driven tools, the significant impact these advancements have had on productivity and innovation, and how Codeium is addressing some of the security challenges they pose. Tuning in, you’ll learn how you can stay ahead in the rapidly changing tech landscape and supercharge your development process. Show Notes In this insightful episode of The Secure Developer, host Danny Allan sits down with Jeff Wang from Codeium to explore the rapidly evolving world of AI-powered coding assistants. As organizations increasingly look to harness the power of Generative AI in software development, Jeff provides a comprehensive overview of how these tools transform the coding landscape. The conversation starts with a journey through the history of coding assistants, from early autocomplete features to today's sophisticated AI-driven tools. Jeff explains how Large Language Models (LLMs) have revolutionized code generation, offering unprecedented levels of accuracy and efficiency. He delves into the various features of modern coding assistants, including chat functions for code understanding and debugging, highlighting how these tools cater to both junior and senior developers. Security concerns are a key focus of the discussion, with Jeff addressing how Codeium tackles data privacy and protection. He outlines strategies such as air-gapped deployments and local data processing to ensure that sensitive code remains secure. The episode also touches on the challenges of measuring the impact of these tools, with Jeff sharing insights on how companies are quantifying success through metrics like code generation percentage and developer productivity. Looking to the future, Jeff and Danny explore the potential trajectories of AI in software development. They discuss the possibility of more complex, multi-step AI processes and the integration of AI across the entire software development lifecycle. The conversation concludes with thought-provoking insights on how AI coding assistants are improving productivity and enabling developers and organizations to "dream bigger" and tackle more ambitious projects. This episode offers listeners a deep dive into the cutting-edge world of AI-assisted coding, providing valuable insights for developers, technology leaders, and anyone interested in the future of software development. Tune in to understand how these tools reshape the industry and why they're becoming essential to modern development practices. Links Codeium Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Implementing A DevSecOps Program For Large Organizations With David Imhoff 40:29

43 weeks ago40:29

40:29

Episode Summary In this episode of The Secure Developer, David Imhoff , Director of DevSecOps and Product Security at Kroger , shares insights on implementing DevSecOps in large organizations. He discusses balancing regulatory compliance with business objectives, fostering a security culture, and the challenges of risk mitigation. David also explores the importance of asset management, security champions, and the potential impact of AI on cybersecurity practices. Show Notes In this episode of The Secure Developer, host Danny Allan speaks with David Imhoff, Director of DevSecOps and Product Security at Kroger, about implementing security programs in large organizations. David shares his experience transitioning from blue team operations to engineering and back to security, emphasizing the importance of understanding both security and engineering perspectives to create effective DevSecOps programs. The conversation delves into the challenges of starting a security program in a large retail organization, with David highlighting the importance of understanding regulatory requirements, such as HIPAA, and aligning security measures with business objectives. He discusses the use of the NIST Cybersecurity Framework for measuring and reporting security posture to the board, and the process of balancing security needs with business risk appetite. David explains Kroger's approach to building a security culture, including the implementation of a security champions program and the use of Objectives and Key Results (OKRs) to drive security initiatives. He details the company's strategies for centralizing security policies while allowing flexibility in implementation across different engineering teams. The discussion also covers the integration of security tools into the development pipeline, including the use of GitHub Actions for vulnerability scanning and management. The episode explores various security technologies employed at Kroger, including Software Composition Analysis (SCA), Static Application Security Testing (SAST), API security, and secrets scanning. David shares insights on the challenges of prioritizing security alerts and the ongoing effort to provide a cohesive view of risk across multiple tools. The conversation concludes with a discussion on the potential impact of AI on security practices, including the new challenges it presents in areas such as data poisoning and model management, as well as the potential for AI to improve threat modeling processes. Links NIST Cybersecurity Framework Follow Us Our Website Our LinkedIn…

The Secure Developer

1
The Evolution of Snyk, The Developer Security Company, With Guy Podjarny 50:56

51 weeks ago50:56

50:56

Episode Summary In this special episode of “The Secure Developer,” host Danny Allan interviews Snyk founder Guy Podjarny about the origins and evolution of Snyk. Guy shares his journey from conceptualizing Snyk in the shower to building it into a developer-first security platform. They discuss the challenges and successes of integrating security into the developer workflow, the importance of open-source security, and the impact of AI on the industry. Guy also provides insights into Snyk’s focus on remediation and the future of autonomous developer security. Show Notes In this episode of The Secure Developer, host Danny Allan sits down with Guy Podjarny, founder of Snyk, for an engaging conversation about the company's journey and its impact on the DevSecOps landscape. Guy shares the story of Snyk's inception, from the initial idea sparked in a shower to its development into a leading developer-first security platform. He discusses the challenges faced in the early days, including the need to balance depth and breadth in their security solutions and how these experiences shaped Snyk's approach to integrating security seamlessly into the developer workflow. Guy delves into the pivotal moments that defined Snyk's evolution, such as the decision to focus on open-source security and the subsequent expansion into container and infrastructure as code security. He highlights the importance of making security tools that developers love and can easily adopt, which has been a cornerstone of Snyk’s philosophy. The conversation also touches on the strategic acquisitions that bolstered Snyk's capabilities, particularly the acquisition of DeepCode, which brought innovative AI-driven static analysis into the fold. As the discussion moves forward, Guy and Danny explore the future of security in the AI era. They consider the potential of AI to revolutionize how vulnerabilities are detected and fixed, envisioning a future where code can be autonomously corrected without developer intervention. Guy emphasizes the need for a holistic approach to security, one that combines static analysis with runtime insights to provide comprehensive protection. This episode offers a deep dive into the philosophy, challenges, and innovations that have driven Snyk’s success. It provides listeners with valuable insights into the evolution of developer-first security and the role of AI in shaping the future of software development. Whether you're a developer, security professional, or tech enthusiast, this conversation is packed with lessons and foresight that you won’t want to miss. Tune in to hear from one of the leading minds in DevSecOps and learn how Snyk continues to lead the charge in making security an integral part of the development process. Links Snyk Open Source Snyk Code DevSecCon Follow Us Our Website Our LinkedIn…

The Secure Developer

1
Secrets Management With Doppler's Brian Vallelunga 26:15

1 year ago26:15

26:15

Episode Summary In this episode of The Secure Developer we're joined by Brian Vallelunga , Founder and CEO of Doppler , to discuss the importance of secrets management in modern application development. Brian shares his journey in creating Doppler, a secrets manager designed for developers and DevOps teams, and highlights the challenges organizations face in managing sensitive data such as API keys, database credentials, and certificates. The conversation explores best practices for secure secret storage, the need for industry-wide adoption of secrets rotation, and the potential impact of AI on the future of secrets management and identity-based authentication. Show Notes In this insightful episode of The Secure Developer, we sit down with Brian Vallelunga, Founder and CEO of Doppler, to dive deep into the critical topic of secrets management in modern application development. Brian shares Doppler's unique founding story, which began as a crypto machine learning marketplace but pivoted to address the pressing need for effective secrets management solutions. Throughout the conversation, Brian and Danny explore the challenges developers and organizations face when managing sensitive data, such as API keys, database credentials, and certificates. They discuss best practices for secure secret storage, emphasizing the importance of encryption, seamless integration with developer workflows, and creating a positive developer experience. The discussion also touches on the industry's struggle with secrets rotation and the need for standardization across providers to enable effective rotation strategies. Brian and Danny consider the potential role of compliance requirements, such as SOC 2, in driving the adoption of robust secrets management practices. Looking to the future, the pair explores the impact of artificial intelligence on secrets management and the potential shift towards identity-based authentication. They envision a world where AI agents dynamically provision infrastructure and manage the connections between various services, with secrets managers facilitating seamless authentication. Tune in to this engaging episode to gain valuable insights into the evolving landscape of secrets management and discover how industry leaders like Snyk and Doppler are working to secure the future of application development. Links Twilio Stripe Nullify Vercel Kubernetes Amazon Web Services GitHub Copilot Magic Snyk - The Developer Security Company Follow Us Our Website Our LinkedIn Follow Us Our Website Our LinkedIn…

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Special Update! 2:32

1 year ago2:32