Tag
context window
Context window is the amount of text, code, or conversation a model can hold at once. It shapes long-document analysis, debugging, agent memory, and multi-step workflows, while forcing trade-offs between token limits, cost, latency, and retained state.
9 articles
Prepare for Gemini 3.5 Pro on launch day
A practical setup guide for testing Gemini 3.5 Pro when it becomes available.
GPT-5.6 rumors point to 2M context and coding gains
Rumors point to GPT-5.6 and GPT-5.6 Pro arriving June 25 with 2M context, stronger coding agents, and lower prices than rivals.
GPT-5.6 looks like a fix-and-upgrade release
5 things GPT-5.6 may change, from a late-June launch window to a rumored 1.5M-token context and faster coding.
Claude Opus 4.8: $5/$25 API pricing, 1M context
OpenRouter lists Anthropic’s Claude Opus 4.8 at $5 per million input tokens and $25 per million output tokens with a 1M-token context window.
What We Know About GPT-5.6's Release Date
OpenAI has not announced GPT-5.6, but hiring, infrastructure work, and model rumors point to a late-2024 or early-2025 window.
Why Pi MCP Adapter Is the Right Way to Use MCP
Pi MCP Adapter is the right way to use MCP because it cuts token waste without giving up useful tools.
GPT-5.4 Scores 97.6 in Knowledge Benchmarks
GPT-5.4 tops knowledge benchmarks with 97.6, ranks #2 overall on BenchLM, and posts a 1.05M-token context window.
Claude Code Setup Guide for Research Workflows
A practical setup guide for Claude Code in research workflows, with terminal tips, context-window advice, and pricing details.
Agent Memory: How AI Agents Keep State
Agent memory lets AI agents retain state across tasks. Here’s how short-, long-, and external memory shape real agent systems.