What does AI-assisted code security review look like in practice?
Many organizations are exploring how AI can support security reviews, vulnerability investigations, and remediation efforts. But successful adoption depends on more than simply running an AI tool against source code.
In our upcoming webinar, Apriorit specialists will discuss how to incorporate AI agents into a broader security review process alongside established security analysis tools.
Topics include:
✅ Areas security reviewers typically examine during code reviews
✅ An example of an AI-assisted workflow for investigating security findings
✅ Examples of security review scenarios involving database queries, access control, and code context
✅ Ways to use security tools and AI agents together during vulnerability investigations
✅ Approaches teams use to assess findings and reduce false positives
Meet our speakers:
🔹 Vadym Nevidomy, AI Solution Architect for Cybersecurity Projects
🔹 Olha Kolomoiets, VP of AI Engineering and Integration
This live discussion is designed for developers, technical leaders, and cybersecurity professionals interested in the practical application of AI in secure software development.
Register and join Apriorit's webinar 👉linkedin.com/events/75190266…
Save the date:
📅 November 19, 2026
🕕 6 PM CET | 9 AM PST
Tomorrow is the day!
We're excited to join WikiEXPO CYPRUS 2026 as an official partner. Our team is looking forward to meeting industry professionals, partners, and innovators to discuss how AI and cybersecurity can help fintech companies build secure and scalable solutions.
📅 November 6, 2026
📍 Parklane Resort & Spa, Limassol
Get your FREE pass: wikiexpo.com/Cyprus/2026/en?…
See you there! 👋
#WikiEXPOCYPRUS2026 #FinTech #Cybersecurity #AI
Meet CodeTuna by Apriorit, an AI code reviewer 🤖 for teams that take security and code quality seriously.
It started 🚀 as an internal need. We work with long-lived, security-critical codebases, and we couldn’t find a reviewer that worked with self-hosted Bitbucket and went deep enough. So we built one, used it on our own projects, and it proved useful enough to share.
What you get:
🔹 Four specialized review agents: business logic, security, performance, and maintainability
🔹 Analysis beyond the diff, so it catches how a change affects the rest of the repository
🔹 Comments that explain why something is a problem and what the impact could be
🔹 Custom rules for your coding standards, conventions, and compliance needs
🔹 Support for Bitbucket Cloud and Data Center, with GitHub integration on the way
It works on any stack, including C++, .NET, and web and is perfect 💡 for code that's complex, old, and high-stakes, like banking, healthcare, and cybersecurity.
It reviews human-written and AI-generated code alike. Try it at codetuna.ai and tell us what you think. We’re keen to hear what works and what doesn’t. 👇
#CodeTuna #CodeReview #AI #Cybersecurity #Bitbucket #SoftwareDevelopment
Our team has just returned from it-sa Expo&Congress 2026 in Nuremberg, Europe's largest IT security trade fair, and we're excited to share what we found out 👇
Klaudia Zaika, Natalia Savchenko, Max Itskovich, and Michael Teslia spent three days at the Nuremberg Exhibition Centre, where around 430 sessions across six open forums covered the topics shaping cybersecurity right now.
Swipe through our quick recap.
Want to go deeper? Here's what our experts have already written:
📌 EU Cyber Resilience Act Guide: Technical Implementation for CRA Readiness: apriorit.com/dev-blog/eu-cyb…
📌 Establishing Compliance in Software Development: apriorit.com/dev-blog/compli…
📌 AI-Assisted Software Development: How Apriorit Uses AI to Build Secure, High-Quality Software: apriorit.com/dev-blog/ai-ass…
Which of these trends does your team feel most right now? Let us know in the comments.
#itsa2026 #Cybersecurity #CyberResilienceAct #AIsecurity #SecureSDLC
Launching 🚀 an AI system is often seen as the finish line. In practice, deployment is where many of the most significant challenges emerge.
In her latest @ForbesTechCncl article, @KlaudiaZaika, CEO of Apriorit, explores why AI solutions that perform well during development and testing can struggle after deployment. The article highlights several common post-launch ⚠️ risks, including model degradation, insufficient AI output quality monitoring, legal liabilities caused by incorrect responses, prompt injection attacks, and unexpected operational costs.
As organizations increasingly integrate AI into business-critical processes, success depends not only on building reliable systems but also on maintaining, monitoring, and securing ️ 🔐 them throughout their lifecycle. Continuous oversight, strong governance, and proactive risk management are essential for ensuring that AI continues to deliver value long after release.
If you're investing in AI, don't treat launch as the finish line. Drawing on decades of experience in software engineering and 🛡️ cybersecurity, Apriorit understands that AI requires continuous oversight, refinement, and risk management long after deployment.
Read the full article:
forbes.com/councils/forbeste…
#AI #AIGovernance #Cybersecurity #AIEngineering #Apriori
Replacing specialized laboratory equipment 🧪 can be expensive when the hardware still works, but its software no longer fits the surrounding infrastructure.
In this case study, Apriorit shares how we helped a client keep legacy lab analyzers in use with a custom ⚙️ driver. The team reverse engineered the communication protocol and recreated the required interactions so the analyzers ️🧬 could work with the client's middleware. Explore more cutt.ly/lyY4gKVn
#ReverseEngineering #DeviceIntegration #LegacyModernization #EmbeddedDevelopment #driverdevelopment #healthcare #aprioritcase
🎃 Halloween is here!
Trick or treat? We've got something more interesting!
We've collected the nightmares 👻 behind different IT roles.
Swipe through… 👀 if you dare!
#Halloween #HappyHalloween #ITLife #TechHumor #CyberSecurity #TechNightmares
What happens when engineering expertise meets the front lines of cybersecurity? October answered that, from expo floors in Nuremberg 🌍 to a live webinar on device driver security.
This month our team connected with security leaders, our CEO shared 🎤 her view on automotive cybersecurity in Cyber Magazine and @ForbesTechCncl, and our engineers published new guides on Golang, AI-aware DLP, hardware wallets, and Linux process monitoring.
This month’s digest brings together:
🔸 it-sa Expo & Congress 2026 highlights
🔸 Our live webinar on device driver security
🔸 @KlaudiaZaika on automotive cyber testing in @CyberMagBC
🔸 Four new engineering guides from our experts
🔸 An upcoming IT Nation Connect in Orlando and a webinar on AI for secure code review
If you’re building complex software, strengthening 🛡️security, or exploring AI adoption, you’ll find something useful inside.
Read the digest and join the conversation 👇
linkedin.com/pulse/october-a…
#Cybersecurity #AITechnology #LinuxSecurity #AutomotiveCybersecurity #TechEvents #Aprioritdigest
Unlike kernel-level tracing tools, auditd ️🐧 runs entirely in user mode, so you get reliable visibility into process activity without the risk of destabilizing the kernel. In our latest article, Apriorit experts break down how it compares to /proc, ps, and eBPF and discuss the best uses for this tool 🔍 cutt.ly/hyY8gUVg
#Linux #aprioritblog #SystemMonitoring #Audit #LinuxSecurity #InfrastructureSecurity
As AI 🤖 becomes part of the software development lifecycle, teams can review code faster and surface potential security risks earlier. Yet one challenge remains: understanding which findings represent real vulnerabilities and which require further investigation.
Join our upcoming webinar: AI for Secure Code Review: How to Find and Validate Vulnerabilities. Apriorit’s experts will share how to use AI agents and security analysis tools 📊 together to support code reviews and vulnerability investigations.
During the online event, you'll find out:
✓ What security-focused code reviews typically pay attention to
✓ How AI review agents can complement security scanning tools
✓ How findings 🔍 from tools such as Semgrep, GitHub CodeQL, Trivy, and SARIF reports can provide context for further analysis
✓ How to evaluate potential vulnerabilities and AI-generated remediation suggestions
The webinar will feature practical examples 💻 and insights from real-world security review workflows shared by Apriorit's experts:
🔸 Vadym Nevidomy, AI Solution Architect for Cybersecurity Projects
🔸 Olha Kolomoiets, VP of AI Engineering and Integration
Register today and join us online 🚀
linkedin.com/events/75190266…
📅 November 19, 2026
🕕 6 PM CET | 9 AM PST
#Cybersecurity #SecureCodeReview #ArtificialIntelligence #aprioritwebinar #SoftwareDevelopment
⏳ Only one week left until @Wikiexpo_global CYPRUS 2026!
As an official partner, we're excited to join thousands of industry professionals for a day of networking, knowledge-sharing, and new business opportunities. Meet leading brokers, fintech companies, traders, investors, and global partners who are shaping the future of digital technologies.
🎫 Secure your FREE pass today: wikiexpo.com/Cyprus/2026/en?…
📅 November 6, 2026
📍 Parklane, a Luxury Collection Resort & Spa, Limassol
We're looking forward to discussing how AI-native software engineering, cybersecurity expertise, and custom software development can help financial services and fintech companies innovate with confidence. Let's connect in Cyprus!
#WikiEXPOCYPRUS2026 #WikiEXPO #Forex #FinTech #Crypto #Aprioritteam
When a security incident 🚨 hits, it's already too late to start building a response plan. The organizations that recover fastest are the ones that have an incident response plan long before they get the first alert.
A mature incident response program has clear, repeatable processes that help teams prepare for attacks, respond efficiently under pressure, recover quickly, and continuously improve.
Discover our guide 📋 about one of the most widely used incident response framework and learn how to reduce downtime, limit business impact, and strengthen long-term security posture.
Check the link to the full article 🔍 cutt.ly/nyYIebWf
#Cybersecurity #IncidentResponse #CyberResilience #ThreatDetection #CyberSecurityStrategy #aprioritblog
This November, Apriorit will be attending IT Nation Connect™ Global 2026 in Orlando 🌎 to connect with industry leaders, gain fresh insights, and stay ahead of the trends shaping the future 🚀 of IT services.
With thousands of attendees, hundreds of sessions, and countless opportunities for collaboration, the conference is a great place to exchange 💡 ideas, learn from industry leaders, and build valuable partnerships for the future.
Our representative, Lidiia Mandrovna, VP of Innovation and Technology, Canada Branch Director, will be attending the event and is eager to connect with technology leaders, MSPs, and businesses looking for trusted software engineering and cybersecurity expertise.
📅 November 4-6, 2026
📍 Rosen Shingle Creek Hotel, Orlando, Florida
If you'll be attending @TheITNation Connect Global 2026, let's meet 🤝 and discuss how Apriorit can help accelerate your next technology initiative 👉linkedin.com/in/lidiia-mandr…
#ITNationConnect #MSPCommunity #Cybersecurity #SoftwareEngineering #Networking #Apriorit
An enterprise-level security breach 🚨 caused by a driver vulnerability can lead to millions in mitigation costs and weeks of development delays.
Yet, as Michael Teslia, Apriorit’s Program Manager, explains in this video, the most significant loss isn't measured in dollars. Watch the clip 🎥 and share your thoughts in the comments. Then explore the full webinar for practical guidance on securing device drivers and reducing security risks.
Explore the full webinar by the link 👉 apriorit.com/webinars/device…
#DeviceDrivers #SoftwareSecurity #EmbeddedSystems #driverdevelopment #aprioritwebinar
it-sa Expo & Congress 2026 starts today in Nuremberg, bringing together the cybersecurity community for three days focused on the challenges and technologies shaping the industry's future.
Our team is on-site to exchange insights, discuss real-world security challenges, and connect with peers, partners, and industry leaders.
Meet us at the event:
🔸 @KlaudiaZaika
🔸 Max Itskovich
🔸 Michael Teslia
🔸 Natalia Yurko
Grab a slot on our calendar before it fills up: calendly.com/meet_apriorit_t…
See you in Nuremberg — let's talk about making your systems more secure, resilient, and ready for what's next.
#itSA2026 #CyberResilience #aprioritteam #itsaexpo
Most crashes, leaks, and slowdowns in performance-critical software have the same cause: memory. These issues can pose a security risk too.
At Apriorit, we help teams harden memory management across C/C++, Rust, embedded systems, kernel components, and cybersecurity products by:
🔸 Finding and fixing leaks, crashes, and use-after-free bugs before they reach production
🔸 Auditing C/C++ code for memory safety and validating fixes before release
🔸 Adopting Rust where it really makes a difference
🔸 Building custom allocators and memory pools for resource-constrained, performance-critical systems
🔸 Helping you meet compliance requirements like EU CRA, ISO 26262, and MISRA C/C++ by eliminating unsafe memory patterns
We approach this as a cybersecurity company first — memory bugs are one of the most common ways attackers get in, so we optimize stability and security at the same time.
If your product is fighting crashes, leaks, or unpredictable memory behavior, let's talk. Full breakdown of our approach 👉 apriorit.com/our-expertise/m…
#memorysafety #rust #cybersecurity #softwaredevelopment #aprioritblog
Apriorit invites developers, tech leads, and cybersecurity professionals to join our upcoming webinar AI for Secure Code Review: How to Find and Validate Vulnerabilities.
AI tools 🤖 help analyze code faster, identify potential vulnerabilities, and suggest fixes. However, an issue flagged by AI is not always a real security threat, and a suggested fix may not fully address the risk. Without proper validation, teams may waste time on false positives or miss critical vulnerabilities.
Apriorit's speakers this time are Vadym Nevidomy, AI Solution Architect for Cybersecurity Projects, and Olha Kolomoiets, VP of AI Engineering and Integration. They will show ⚡ how to combine AI agents with security analysis tools to identify and validate potential code vulnerabilities.
Why attend?
🔸 Learn how to scope a security-focused code review and identify what to look for.
🔸 Understand the roles of AI review agents, static application security testing tools, and scanners for dependencies, secrets, and configurations.
🔸 Discover how to use scanner findings as evidence and context for deeper investigation with AI agents.
🔸 Find out how to independently validate potential vulnerabilities and AI-generated fixes.
Register for the webinar: linkedin.com/events/75190266…
Should Go be part of your next back end? Apriorit experts break down where its concurrency model, deployment ⚙️ story, and language simplicity actually pay off and where they don’t 💡cutt.ly/fyTb64Tl
#Golang #BackendDevelopment #SoftwareDevelopment #ProgrammingLanguages #Aprioritblog
it-sa Expo & Congress 2026 is almost here, and we're looking forward 🚀 to discussing AI, cybersecurity, and software engineering with industry peers in 📍🇩🇪 Nuremberg.
Europe's largest IT security trade fair brings together 900+ exhibitors and thousands of security professionals to talk about what's shaping 🛠 the industry: AI 🤖 in attack and defense, cloud and data security, critical infrastructure protection, and cyber resilience.
Whether you're exploring AI adoption, hardening critical systems, or strengthening your security posture, we'll be happy to connect 🤝 and exchange ideas.
Meet our team:
🔸 @KlaudiaZaika, CEO
🔸 Maksym Itskovych, Director of Global Markets Development
🔸 Michael Teslia, Program Manager
🔸 Natalia Yurko, VP of Strategy and Partnerships
Book your meeting slot 🎯 calendly.com/meet_apriorit_t…
Let's connect 🤝 at it-sa Expo & Congress 2026 and talk about building systems that hold up against tomorrow's threats.
#itSA2026 #CloudSecurity #AISecurity #CriticalInfrastructure #CyberResilience #EmbeddedSecurity #itsaexpo
Apriorit is heading to IT Nation Connect™ Global 2026 in Orlando, Florida, where IT leaders, MSPs, and technology innovators come together to discuss the future of the industry.
This year, we're especially interested in conversations around:
✅ Automation & AI
✅ Security, risk & compliance
✅ Practical strategies for technology-driven growth
If you're attending and want to discuss secure software development, AI adoption, or cybersecurity, feel free to reach out to Lidiia Mandrovna, VP of Innovation and Technology and Canada Branch Director. You can arrange a meeting with her to discuss your challenges and explore potential solutions 👉 linkedin.com/in/lidiia-mandr…
📍 Rosen Shingle Creek Hotel, Orlando
📅 November 4-6, 2026
See you in Orlando!
#ITNationConnect #ITNationConnect2026 #RiskManagement #Compliance #MSP #Apriorit





























