Articles
279 posts tagged "insights"
Why Your AI Bill Is Too High (And the Architecture Fix That Saves 40%)
Most companies run their AI like a doctor's office. The ones that scale run it like an ER. Here's the architecture decision that cuts AI costs by 40%.
The CRM I built this weekend doesn't have a UI. Agentic Software is the future.
I built a CRM this weekend with no UI. Just tools an AI agent can call. Here's why agentic software is the next decade of building.
AI Can Design a WordPress Site. It Still Doesn't Know Where the Design Should Live.
WordPress 7's AI features are real and they're going to help. But the hardest problem in WordPress isn't content. It's design. And it's an architecture problem, not a feature gap. Here's the two companies actually solving it for two very different users.
The Slop Isn't Coming From the Robot
Critics are right that most AI content is slop. They're wrong about where it comes from. The slop isn't the model. It's people typing one sentence into a blank chat window and pasting whatever falls out. Here's what separates the two camps, and the test you can run on anyone claiming to use AI well.
The Two Bets Every AI Team Has to Make
Most AI teams celebrate the technical bet (prototype on the edge of working) without making the cultural bet that makes it survivable. You need both.
Your AI agents have one job each. Most builders give them four.
Most multi-agent systems fail for the same architectural reason: LLMs get wired into four positions when they only belong in three. Here's the rule that fixes it.
The 4-Part Loop That Eliminates AI Slop (in Your Apps and Your Content)
If your AI output keeps hitting a ceiling, the fix isn't better prompting, it's a scoring loop with an independent judge. Here's the 4-part pattern, with the prompt I use.
Stop Debating Which LLM to Use, That's Not Where the Lock-in Happens
Swapping LLMs is easy. Swapping your organizational memory isn't. The real AI lock-in isn't the model — it's where your expertise, instructions, and institutional knowledge live. Keep it portable or lose your freedom.
How to Use Process Mining to Find What AI Should Automate
Your ticket system already records every escalation, every reopen, every bottleneck — with timestamps. Process mining turns that data into a map of exactly where AI automation will have the most impact. No interviews. No opinions. Just the data.
You Don't Need to Replace Your SaaS. You Need to Automate Your Operations.
Companies are being told to ditch SaaS and build AI replacements. That's the wrong move. The real opportunity is automating operations, and tools like Twin.so make it possible without writing code.
Want to talk about what you just read?
Every great conversation starts with a single question.