PHP Just Had a Zero-Day. Is Your WordPress Site Safe?
PHP2Shell drew millions of attack attempts within a day of disclosure. PHP powers roughly 70% of the web, including WordPress. If someone...
Articles
Straight talk on software.
Practical insights on web development, mobile apps, AI, and building software that actually works for your business.
Vibe Coding is Good. A Developer-Led Vibe Coding Agency is Better.
Vibe coding (describing what you want to an AI and letting it produce running code) is one of the biggest productivity shifts...
iOS, Android, and the App-Store Approval Reality
“How long does App Store approval take?” gets asked at every mobile kickoff. The honest answer is “as long as it takes...
What 30 Years of Shipping Software Taught Us About AI Hype
Our team brings more than 30 years of combined experience shipping production software. Across those years, we’ve lived through “the internet changes...
Healthcare Education + AI: Lessons from the APEA Platform
Rebuilding APEA (Advanced Practice Education Associates’ learning platform) gave us several years of close-up data on what works and what doesn’t when...
VOSB Contracting for AI and Software: A Practical Primer
Veteran-Owned Small Business (VOSB) certification is one of the most undersold competitive advantages in software contracting, especially for AI and custom development...
Modernizing Legacy ERPs Without Ripping Everything Out
“We need to replace our ERP” is a sentence we hear several times a year. It’s almost always the wrong sentence. ERP...
When Custom Software Pays for Itself: Four ROI Patterns
“How long until custom software pays for itself?” comes up in every discovery call, and it deserves a better answer than “it...
Building AI Agents That Don't Hallucinate
“Hallucination” gets framed as a model defect. It’s more accurately a system-design defect. Language models fabricate when they’re asked questions they have...
Discovery, Prototype, Production: How a Real AI Engagement Runs
“How does your AI engagement actually work?” comes up at every kickoff. Most firms answer with a vague “agile” and a marketing...
Why Lafayette's Tech Scene Is Quietly Becoming an AI Hub
Most “tech hub” narratives are aspirational marketing: a ribbon-cutting, a rebrand, a rendering of a building that may or may not get...
Connecting Your CRM, Billing, and Fulfillment Without Replacing Everything
Every operations director hits the same wall eventually: the CRM doesn’t talk to the billing system, the billing system doesn’t talk to...
RAG, Fine-Tuning, or Prompt Engineering? Choosing the Right AI Approach
“Should we fine-tune?” gets asked at every kickoff. Almost always, the honest answer is “not yet, and possibly not at all.” The...
Cross-Platform vs Native Mobile: A Practical Decision Framework
If you ask the internet whether to build your mobile app cross-platform or native, you’ll get five thousand opinions and no useful...
The Real Cost of Off-the-Shelf SaaS at Scale
“$29 a user per month” sounds cheap. It really is cheap for the first ten users. But it’s rarely cheap for an...
Why Your Next Web App Should Be AI-Ready From Day One
Half of the AI integration work we do at Accolades is retrofitting features into custom web applications that were never designed to...
Build, Buy, or Hire: An Honest AI Strategy Framework
“Should we build our own AI or buy a SaaS tool?” is the wrong first question. Asked that way, leadership ends up...
From AI Pilot to Production: What Actually Ships
A working demo is the easy part. We’ve lost count of the number of AI pilots we’ve inherited that worked beautifully in...
Harnessing AI for Next-Generation Business Solutions
Machine learning and artificial intelligence have changed a lot of industries, but few as directly as ours. Software development in 2025 looks...
Unlocking Potential Through the Utilization of E-Commerce
Amazon and eBay changed things for all of us. Brick-and-mortar isn’t the default way a business meets its market anymore. Once you’re...
Empowering Your Business with Custom Web and Mobile Applications
Sooner or later, every business hits the ceiling of its off-the-shelf software. You’ll see it in the workarounds: the exported spreadsheet that...
Streamlining Operations with Unified Business Tools
How unified, AI-ready business platforms replace fragmented tools and unlock scalable growth.
The Strategic Advantage of Enterprise-Ready Solutions
Why enterprise-ready, scalable, and secure custom applications give growing businesses a durable competitive edge.