Blog
Notes from the team behind Kahlo.
Claude Projects vs ChatGPT Projects
Claude Projects and ChatGPT Projects solve the same problem differently — and neither lets you compare models inside one.
Cheapest Way to Use Claude, GPT and Gemini
There's no single cheapest way to use Claude, GPT and Gemini — just a few real cost levers worth knowing and combining.
ChatGPT Plus vs the API: Which Actually Costs Less?
ChatGPT Plus and the API aren't the same product at different prices — here's the real break-even math for choosing between them.
What Is Zero Data Retention (ZDR)?
Zero data retention sounds absolute, but it has real limits — approval requirements, model carve-outs, and what it doesn't cover.
All AI Models in One Place: Using ChatGPT, Claude and Gemini With One Subscription
Plenty of apps promise every AI model in one subscription — not all of them are legit. Here's what to actually check first.
Context Engineering vs Prompt Engineering
Better prompts aren't enough anymore. Here's how context engineering differs from prompt engineering, and why it matters for reliable AI.
Does ChatGPT, Claude or Gemini Use Your Data for Training?
ChatGPT, Claude, and Gemini all train on consumer data by default — here's what each actually does, and how to opt out.
How to Use Multiple AI Models in One Workflow
Combining AI models works best with a real pattern behind it. Here are the four that actually make a workflow reliable.
Why Different AI Models Give Different Answers
Different AI models rarely give the same answer — and that's not a flaw. Here's what actually causes the variation.
How to Organize AI Memory Without Creating Information Overload
More stored memory isn't better memory — it's often just noise. Here's how to structure AI memory so it stays useful.
From Chatbots to Workspaces: How AI Products Are Evolving
AI is evolving from simple chatbots into workspaces that keep projects, files, memory, and models connected in one place.
One AI Subscription vs Multiple Subscriptions: Which Costs Less?
One AI subscription or several? The real answer depends on total cost, not sticker price. Here's how to run the math.
How Seamless Model Switching Saves Time
Switch between AI models without rebuilding your context, re-uploading files, or restarting your work.
How Multiple AI Perspectives Reveal Blind Spots
One AI model can't spot its own blind spots. Here's why comparing independent models is how you actually catch them.
What Happens When AIs Argue With Each Other?
AI debate can sharpen answers or entrench wrong ones. Here's what 2026 research says actually makes it work.
What Is AI Orchestration? A Practical Guide
AI orchestration means routing prompts to the right model and cross-checking the ones that matter. Here's how it works.