All Articles
Upgraded to Claude Pro but Limits Haven't Changed — How to Diagnose and Fix It
Claude Pro or Max upgrade not reflecting? Learn how to diagnose whether payment completed, refresh your session, clear browser cache, and contact Anthropic support to get your plan unlocked.
Gemma 4's Thinking Mode vs. Claude Extended Thinking: What's Actually Different
Gemma 4 introduced internal reasoning that generates 4,000+ tokens before answering. Here's how it compares to Claude Extended Thinking, what makes them different, and when to choose each.
Why Claude Forgets What You Said — And 5 Fixes That Actually Work
Claude losing track of your instructions mid-conversation? Learn why context windows cause this and 5 practical strategies to keep Claude on track in long chats.
Project Glasswing Explained: Next-Generation Enterprise Defense Using Claude Mythos
Glasswing's operational model, partner scenarios, ethical AI security challenges, responsible disclosure frameworks, and industry-wide impact.
What 'Claude Powerup' Actually Means — Choosing Between Pro, Max, and the API
'Claude Powerup' isn't an official feature—it's a community term. Drawing on years of running automated publishing across several sites, here's how to choose between Pro, Max, and the API, and how to live with usage limits honestly.
The Mastering Claude's Custom Instructions
Master the design, implementation, and optimization of Claude's custom instructions to unlock AI's full potential. From fundamentals to production-ready strategies.
Four Places My MCP Agent Broke — Measuring Aggregation Tools, Fake Parallelism, and Input Validation
The implementation holes I hit while running MCP servers and agent workflows as a solo developer, with numbers measured on my own machine: boundary values in aggregation tools, parallelism that quietly runs serially, brittle JSON parsing, and the limits of blocklist-style input validation.
Claude Keeps Switching to English: How to Fix Language Response Issues
Frustrated when Claude switches to English mid-conversation? This guide explains why it happens and how to permanently fix language response issues using system prompts, Projects settings, and CLAUDE.md.
Claude Mythos Preview and Project Glasswing: What the Published Numbers Actually Say
A sourced walkthrough of Claude Mythos Preview and Project Glasswing using only figures Anthropic has published: 10,000+ vulnerabilities, the patching bottleneck, and a measured repository-scanning implementation you can run today with generally available models.
Fixing Claude Extended Thinking When It Stops, Times Out, or Loops
Extended Thinking stopping mid-process, hitting timeouts, or consuming unexpected costs? This guide covers root causes, correct budget_tokens configuration, streaming patterns, retry handling, and cost optimization strategies.
Claude Giving Wrong or Unexpected Output? Here's How to Fix It
Claude's response doesn't match what you expected? This guide covers the most common causes of unexpected or wrong output—hallucinations, format issues, off-topic replies—and shows you exactly how to fix them.
Complete Fix Guide: Claude File Attachment and Image Recognition Failures
Solve issues where PDFs, images, or text files attached to Claude aren't loading or throw errors. This guide covers file format support, size limits, and browser settings—everything you need to fix file upload problems.