Zach Shelby

GitHits is a code example engine for AI coding agents and developers. It searches open-source repositories and distills implementation patterns from real code. AI coding tools like Claude Code and Cursor are great at generating code for common cases, but when agents hit a niche integration, an undocumented API, a long-tail edge case, or something else they haven’t seen before, they start looping, often retrying variations that almost work. The solution usually already exists somewhere in open source. GitHits finds those implementations and returns a single example showing how the problem has been solved before. The result: fewer dead-end loops, fewer wasted tokens. You save time and money. GitHits complements tools like Claude Code and Cursor. Available as an MCP server that agents can call automatically, and as a web app for planning and research. For more information, visit GitHits.com. What makes GitHits different? • No LLM hallucinations, but real, up-to-date code from GitHub • Not a list of raw search results, but distilled code examples • Not just searching your repository, but all public repositories on GitHub • No keyword guesswork – describe your issue and GitHits agentic search does the rest Developed by • Olli-Pekka Heinisuo linkedin.com/in/ollip/, github.com/skvark/ • Jaakko Timonen linkedin.com/in/jtimonen/

Our mission at Test of Things is to protect customers and society from cyber incidents by making IoT cybersecurity easy and automated. We are building a cloud service to automate compliance management and security testing so that our customers can ship with peace of mind, and in compliance with the regulation. We are focusing on IEC 62443, EU Cyber Resilience Act (CRA) and EN 18031. With our cloud service, you can integrate security already into development lifecycle and test security and compliance continuously, lowering risks, faster time-to-audit and enhancing customer trust. IoT devices are often built with functionality in mind, prioritizing usability over security. As a result, many IoT devices might lack robust security features and are susceptible to a wide range of cyber threats, including malware infections, data breaches, and remote hijacking. What compounds all these problem is the tendency to neglect basic security practices, such as changing default passwords or updating firmware, leaving IoT devices vulnerable to exploitation.

Our ambition is on Growth, Strategy and Internationalization. We prioritize our clients and their growth needs above all else. We are committed and reliable partners who go above and beyond to provide Comprehensive Advisory on variety of aspects. We have a team of senior advisors who are well-versed in the latest industry and business trends to help our clients achieve their growth targets. We have a global presence to serve You.

Freeze and pin all your software dependencies! StableBuild maintains historical and current software packages across Docker, Python, Debian, Ubuntu and custom repositories, to guarantee that your software builds every time.

Enabling Africa to transform the world, by empowering our ecosystem through data & fostering opportunities for 1B lives.

Operant AI shields every layer of modern applications, from Infra to APIs. Within minutes of a single-step deployment, Operant provides full-stack security visibility and runtime controls, blocking a wide range of common and critical attacks including data exfiltration, data poisoning, zero day vulns, lateral movement, cryptomining, prompt injection, and more. All with zero instrumentation, zero drift, and zero friction between Dev, Sec, and Ops.

Augumenta supplies augmented reality applications and development tools to organizations that use smartglasses. The company’s software enables new ways for smartglasses users to monitor and control machine operations, interact with Internet of Things (IoT) devices and control practically any application running on monocular and binocular smartglasses. . Headquartered in Oulu, Finland, with a support hub in Taipei, Taiwan, Augumenta licenses its products to global OEMs, integrators and developers.

GitHits is a code example engine for AI coding agents and developers. It searches open-source repositories and distills implementation patterns from real code. AI coding tools like Claude Code and Cursor are great at generating code for common cases, but when agents hit a niche integration, an undocumented API, a long-tail edge case, or something else they haven’t seen before, they start looping, often retrying variations that almost work. The solution usually already exists somewhere in open source. GitHits finds those implementations and returns a single example showing how the problem has been solved before. The result: fewer dead-end loops, fewer wasted tokens. You save time and money. GitHits complements tools like Claude Code and Cursor. Available as an MCP server that agents can call automatically, and as a web app for planning and research. For more information, visit GitHits.com. What makes GitHits different? • No LLM hallucinations, but real, up-to-date code from GitHub • Not a list of raw search results, but distilled code examples • Not just searching your repository, but all public repositories on GitHub • No keyword guesswork – describe your issue and GitHits agentic search does the rest Developed by • Olli-Pekka Heinisuo linkedin.com/in/ollip/, github.com/skvark/ • Jaakko Timonen linkedin.com/in/jtimonen/

Our mission at Test of Things is to protect customers and society from cyber incidents by making IoT cybersecurity easy and automated. We are building a cloud service to automate compliance management and security testing so that our customers can ship with peace of mind, and in compliance with the regulation. We are focusing on IEC 62443, EU Cyber Resilience Act (CRA) and EN 18031. With our cloud service, you can integrate security already into development lifecycle and test security and compliance continuously, lowering risks, faster time-to-audit and enhancing customer trust. IoT devices are often built with functionality in mind, prioritizing usability over security. As a result, many IoT devices might lack robust security features and are susceptible to a wide range of cyber threats, including malware infections, data breaches, and remote hijacking. What compounds all these problem is the tendency to neglect basic security practices, such as changing default passwords or updating firmware, leaving IoT devices vulnerable to exploitation.

Our ambition is on Growth, Strategy and Internationalization. We prioritize our clients and their growth needs above all else. We are committed and reliable partners who go above and beyond to provide Comprehensive Advisory on variety of aspects. We have a team of senior advisors who are well-versed in the latest industry and business trends to help our clients achieve their growth targets. We have a global presence to serve You.

Freeze and pin all your software dependencies! StableBuild maintains historical and current software packages across Docker, Python, Debian, Ubuntu and custom repositories, to guarantee that your software builds every time.

Enabling Africa to transform the world, by empowering our ecosystem through data & fostering opportunities for 1B lives.