…We sample 1 million conversations from both Claude.ai, our consumer-facing web product, and our first-party API, the developer-facing interface for integrating Claude into products and workflows. 2 Coding…
…This is critical for research workflows where you need to verify claims, pull direct quotes, or trace an argument back to its origin. ChatGPT with file uploads doesn't do this reliably…
…I pulled Claude out of my workflow, and ran everything through free tools only, ones I already had access to. They include Gemini, my local Qwen setup, and LibreChat. I used them…
…The prompt breaks memories down into categories like writing style, key people, personal context, and workflow patterns. Once I got the response from ChatGPT, I pasted it into a Google Doc, then…
It’s well known at this point that documentation needs to be optimized for AI agents - we’re all pointing our Claude Code / Codex / Pi agents at documentation, and expecting the models to figure out how to implement a pr…
I keep hearing that SaaS is dead. People ask why they’d pay for SaaS anymore, “Can’t I just build it myself with Claude?”On the surface, it sounds reasonable. But after a decade of building software professionally, I can…
…This kind of accuracy is mission-critical to workflows like submission intake and first notice of loss. Claude Sonnet 4.6 delivers frontier-level results on complex app builds and bug-fixing…
…Aside from the usual integrations with Gmail, Outlook, and Excel, these apps can actually manipulate and edit your files, or execute “shell” commands that give them unprecedented access to your system. Unlike…
…Once the core functionality was ready, I used Anthropic’s Claude Code to handle the deployment workflow as well. After connecting the project repository, it helped manage the GitHub integration, push updates…
…I integrated both into my daily workflow and treated them as co-writers in a real-world stress test for a high-end client project. Related I tested Gemini Notebooks and Claude…
…With a background in engineering and software development, I tend to go beyond surface-level tips and focus on how features fit into real workflows. Before joining AP, I wrote for tech…
…He introduced the concept in early 2025, describing a workflow where developers lean fully into AI suggestions rather than writing every line themselves. 02 / 8 Tools Cursor is best described as which…