Topic
Anthropic
6 posts on anthropic — guides and lab notes from real runs on hardware we own. New posts land here automatically. Start anywhere, or grab the copy-paste prompts that ship with them.
- 5 min read
What Anthropic's MITRE ATT&CK report means for solo AI builders
- 4 min read
Anthropic's IPO and the 40% Cost-Savings Gap: Why Your Spend Cap Matters More Now
Anthropic filed for IPO at a $47B run-rate while 40% of enterprise customers report under 10% cost savings from Claude. Here is how to close that gap.
- 4 min read
What Anthropic's MITRE ATT&CK Report Means for Teams Running AI Agents
Anthropic banned 832 accounts for AI-enabled attacks. What it means for teams running AI agents.
- 6 min read
Claude Opus 4.8: What Actually Changed for AI Agent Builders
Claude Opus 4.8 dropped May 28, 2026. Same price as 4.7, higher SWE-bench scores, and a model that flags its own mistakes. Here is what actually changed if you build AI agents.
- 4 min read
The flat-fee era is over. How to control your AI agent costs in 2026.
Anthropic shifted enterprise billing to per-token pricing. Every provider is expected to follow within six months. Here's how agent costs change and how to cap them at runtime.
- 6 min read
Anthropic's Advisor Tool Is the Cost-Split Pattern You Should Already Be Running
Anthropic shipped a pattern where a cheap model runs the loop and escalates to Opus only when it needs to. The pattern works on any two-model setup. Here is the math and the playbook.
The AI agent build notes
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