#Context

Claude Code token costs usually come from bloated context, not just long prompts. These 7 practical tactics help reduce waste without hurting quality.

Production AI agents' failures are less often due to an inability to reason well and more often because they cannot manage what is in their reasoning context: conversation histories, large prompts, large tool definitions, and ballooning tool outputs.…

LLM agents need memory to act consistently over long interactions, yet many systems use additional LLM calls to operate that memory. Generating intermediate records and mediating their retrieval adds recurring token and time costs, while omitted or merged…

How Pi's minimal harness improves coding-agent cost and performance, with examples from Databricks and Shopify's pi-autoresearch extension.

The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965), where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and design better machines to improve itself.…

Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline. - raiyanyahya/recall

AI helping pharmaceutical researchers query decades of information buried in PDF reports

Customer support agents are among the most demanding production workloads for large language models. They require long conversation histories...

Connect Claude or ChatGPT to your Postgres database. Start simple with MCP, see where it breaks for teams, and what you need next.

If you use Claude Code, Cursor, or any AI coding agent for more than 30 minutes, you've hit this...

At WWDC26 this week, Apple announced its series of new software updates – iOS 27, iPadOS 27, macOS 27, and...

When working with AI assistants and a large knowledge base, one recurring problem is context...

I'm working on an idea I call a Context Engine and would love feedback on the architecture. The problem: I have hundreds of projects running in parallel across different regions, teams, and timelines.…

We’ve all been there. You start a new React project, everything is simple and clean. But a few hours...

Two of the best free AI autocomplete tools, tested head-to-head — latency, context window, IDE support, free-tier limits, and what Supermaven's move into Cursor means for its standalone future.

After running coding agents for months with too many MCP servers and then too few, here is the short list of Model Context Protocol servers that actually earn their context-window cost — plus the ones quietly wasting your tokens.

You wrote it in CLAUDE.md. It's right there at the top: Never push to production without my...

The Problem Nobody Warns You About You wrote the rule clearly. You put it in your...