In-depth Technical Writing
NULLSQUARE (A. Jesse Jiryu Davis's blog) features deeply technical articles on Python, MongoDB, async programming, and other software engineering topics, providing thorough and well-researched content that goes beyond surface-level explanations.
Expert Author
The blog is written by A. Jesse Jiryu Davis, a Staff Engineer at MongoDB and a core contributor to several open-source projects including PyMongo and Motor, lending significant credibility and authority to the technical content.
Open Source Contributions
The site highlights and documents open source work, including projects like Motor (an async MongoDB driver for Python) and contributions to CPython, serving as a valuable resource for developers interested in these technologies.
Clean and Minimalist Design
The website has a simple, distraction-free layout that focuses on content readability, making it easy to navigate and consume articles without clutter or excessive ads.
Conference Talks and Presentations
The site archives talks and presentations given at major conferences like PyCon and MongoDB events, providing additional educational resources in video and slide formats alongside written articles.
Our primary audience consists of fast-growing tech startups and SMBs with 1โ100 employees. The best-fit industries are SaaS, Fintech, and E-commerce. Our target champions are technical and executive leaders, specifically CTOs, CEOs, Founders, VPs of Engineering, and Heads of Engineering. Geographically, we focus on the MENA region (Jordan, UAE, Saudi Arabia, Egypt) and global English-speaking markets (USA, UK, Europe).
NullSquare operates on an internal runner architecture deployed inside the customer's own network. We utilize Docker sandboxing to isolate every scan in a container that is destroyed immediately upon completion. The platform relies on AI agents to run automated black-box and white-box penetration testing across web applications, APIs, and cloud infrastructure. Additionally, we leverage GitHub integrations to provide automated security reviews on every pull request.
NullSquare provides a superior alternative across several competitive dimensions:
Vs. Traditional Pentest Firms: Traditional firms charge $10,000โ$30,000 and take 3โ6 weeks. NullSquare is 10โ100x faster, offering findings the same day at a fraction of the cost.
Vs. Manual Scanners (ZAP, Nessus): Scanners output raw, unvalidated data and require expert operators. NullSquare provides a complete platform with validated findings and automated compliance output.
Vs. Enterprise AI (XBOW): XBOW requires enterprise engagement and lacks public pricing. NullSquare is built for startups, featuring instant accessibility, a free assessment on signup, and transparent reports in minutes.
Vs. Open Source (Strix): Strix requires the customer to run and maintain the platform themselves. NullSquare provides a fully managed platform.
As a company founded in 2026, we are an early-stage startup actively acquiring our first customers. We strictly do not target enterprises with 500+ employees. Instead, our ideal customer profile focuses on fast-growing startups within specific verticals:
SaaS and Tech companies
Fintech startups
E-Commerce businesses
NullSquareโs architecture guarantees stronger data privacy than any SaaS competitor through our internal private runner. Agents run directly inside the customer's own infrastructure within isolated Docker sandboxes. These sandboxes are destroyed immediately upon completion, ensuring customer code and scan data never persist on NullSquare's servers. Furthermore, NullSquareโs AI agents confirm exploitability before reporting, ensuring customers receive proven vulnerabilities instead of false positive noise. Every scan also automatically generates built-in compliance evidence for SOC2, ISO27001, HIPAA, and PCI-DSS.
Founded in Jordan in 2025, NullSquare was built to address a massive gap in the security market. The industry is shifting from periodic manual pentests to continuous automated security testing. However, early-stage startups and SMBs are heavily underservedโthey face the exact same compliance deadlines and investor pressures as large corporations, but cannot afford the $10,000+ price tags of enterprise tools or consulting firms. NullSquare was created to give these fast-growing teams the capability of a dedicated security engineer at a fraction of the cost.
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