Remote (USA) Full-Time Senior Laravel 12 / PHP 8.2 Hospital Staffing Partners is a healthcare staffing company based in Tampa, Florida. Our web platform is where the business actually runs, and we’re looking for a senior engineer to help build and maintain it. This is a hands-on Laravel role: a large, mature production application, real users, and real data that has to be right. The role You’ll own and extend a substantial Laravel 12 application in production. It’s a backend-heavy, full-stack role on a small team, so you’ll work across the whole request lifecycle: data modeling, business logic, background processing,…
Author: drweb
The conversation around AI agents has evolved remarkably quickly. Not long ago, most organisations were still experimenting with prototypes and controlled use cases, trying to understand where these systems might fit within existing operations. Today, that conversation has changed. Agents are increasingly being deployed into production environments where they can write code, interact with customers, query databases, trigger workflows and perform tasks that previously required direct human intervention. As adoption accelerates, much of the discussion continues to focus on capability.Organisations want to know how much productivity agents can unlock, how much manual work they can remove and how quickly they…
I had a fresh install of macOS Sequoia and typed python3 in a fresh shell. The system found one, ran my script, and returned a version. So far so good. Then I asked the script for sys.executable, and the answer was not the path I expected. The python3 on my PATH and the python3 Python was using were two different binaries, and the way to untangle them is the topic of this guide. Where macOS puts Python 3 Apple ships a system Python 3 with macOS. The exact location depends on whether you installed a second Python 3 yourself and…
You write a script, hit run, and Python throws NameError at you. The traceback names a symbol you thought you had defined. You scroll up, the definition is right there, and the error still fires. You do not need to guess which case you are in. Read the traceback, look at the line number, and check each common cause in order. Python uses the word NameError for one specific thing: you tried to use a name, and the interpreter could not find anything bound to that name in the scope it was looking in. The fix depends on which cause…
Modern software development moves at a pace that would have been unthinkable a decade ago. Organizations push updates on demand, respond to vulnerabilities within minutes, and integrate new features at a relentless pace. This acceleration is driven by continuous integration and continuous delivery (CI/CD).To understand how CI/CD reshapes the security posture of modern organizations, it’s helpful first to define it clearly: What is CI/CD and how does it transform the way software is built, tested and deployed?What is CI/CD?CI/CD refers to a set of tools and practices that automate the integration, testing, and delivery of software. The “CD” portion of…
Python raises a TypeError when a function call passes a keyword argument the function’s signature does not accept. The traceback names the offending argument so you can fix the call site, the function definition, or both. An unexpected keyword argument TypeError means the function definition does not name the argument you passed. The fix is to align the call with the signature, accept the argument with **kwargs, or remove the argument at the call site. Reproducing the error Define calculate with one positional parameter and call it with an extra keyword argument: import math def calculate(num): return math.factorial(num) ans =…
Toronto, Canada, July 6th, 2026, CyberNewswireMost software composition analysis tools read what developers declare. Insignary Clarity’s patented binary-first platform analyzes what is actually built, shipped, and deployed — including the open-source components that never appear in any manifest. Insignary, Inc., whose patented binary fingerprint technology has been cited in four Gartner research reports, today announced its recognition as a Sample Vendor for Reachability Analysis in the Gartner Hype Cycle for Secure Software Engineering, 2026.According to Gartner: “Open-source and third-party components may contain a long list of vulnerabilities, but not all of them directly impact your code base. Reachability analysis helps…
I had a tuple of integers from a config file and a NumPy function that expected an array. The conversion was a one-liner, but I wanted to be deliberate about which one I called. Tuple, list, array module, NumPy. Each is a different type with a different cost, and the answer changes the downstream code. The exact path you take depends on what you are about to do with the result. Below are the four ways I reach for, when each one is the right pick, and the small gotchas I have hit with each. The four ways to convert…
Last quarter I had to plan a 12-stop delivery loop and the route my gut picked came out 38% longer than the version a small Python script returned in under a second. That gap is the travelling salesman problem (TSP): given a set of cities and the distance between every pair, find the shortest loop that visits each city once and returns to the start. TSP is NP-hard in general, but two simple methods cover the small and medium cases we actually meet in shipping scripts. Greedy nearest-neighbour runs in O(n²). Brute force tries every permutation and gives you the…
A newly discovered supply chain security flaw is once again putting a spotlight on inherent weaknesses in CI/CD pipelines and the growing interest among cyberthreat actors to exploit them.Security researchers with Novee, an AI penetration testing platform provider, wrote about Cordyceps, an exploitable pattern in the open source supply chain that can allow attackers to hijack workflows and gain full control of code repositories, including those at dozens of the world’s largest companies, including Microsoft, Google, Python, Apache, and Cloudflare.In addition, the vulnerability can be exploited by any unauthenticated user, according to Elad Meged, founding engineer and security researcher at…