Claude Code on Amazon Bedrock - Claude Code Docs
Learn about configuring Claude Code through Amazon Bedrock, including setup, IAM configuration, and troubleshooting.
Claude Token Limits: Fix Context Rot, Stop the Bill
Claude token limits aren't a cap — they're context rot. Here's the math, the research, and the exact tactics I use to cut session costs and keep accuracy high.
Claude Code on Google Vertex AI - Claude Code Docs
Learn about configuring Claude Code through Google Vertex AI, including setup, IAM configuration, and troubleshooting.
LLM Memory Beyond Context Windows: Episodic and Graph Approaches
Context windows aren't memory. Explore EM-LLM's episodic architecture, knowledge graph tools like Mem0 and Letta, and why vectors fail for sequential data.
What does it feel like to be an agent?¶
I write about ML and software engineering
Why Context Windows Won't Keep Growing Forever (and Why That's Probably Fine)
Explore the real limits of LLM context windows, why infinite growth is impractical, and how to build scalable AI solutions using retrieval, summarization, and memory systems.
1M context is now generally available for Opus 4.6 and Sonnet 4.6 | Claude
Standard pricing now applies across the full 1M window for both models, with no long-context premium. Media limits expand to 600 images or PDF pages.
Model configuration - Claude Code Docs
Learn about the Claude Code model configuration, including model aliases like opusplan
Tokens, Context Windows, and why your AI agent feels stupid sometimes
When an AI coding agent forgot a constraint, drifted halfway through a task, or confidently invented things that never existed, some of our first reactions are that “this model is not good en…
Why I Shrunk Claude Code’s Context Window Back to 200k
The 1M context window in Claude Code sounds like an upgrade. In practice, constraining it to 200k with early compaction produces better results and lower costs.
Is Schoolwork Optional Now?
Education is on the verge of becoming fully automated.