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Public story · 2026-02-22 · source-backed
7. Gemini 3.1 Pro Thinking Level Cost Routing (Intermediate) Route requests across LOW/MEDIUM/HIGH thinking levels to save 50-70%. Critical gotcha: default-to-HIGH silently maximizes costs. Route: simple tasks (classification) → LOW, moderate (summarization) → MEDIUM, complex reasoning → HIGH. Google AI
8. Anthropic 7 Context Engineering Techniques (Beginner) Clear system prompts, 2-3 few-shot examples, extended thinking for complex tasks, precise tool schemas, conversation memory with summarization. Anthropic Docs
9. Sub-Agent Fan-Out Architecture (Advanced) Coordinator dispatches specialized sub-agents for parallel work, then synthesizes results. Key: worktree isolation per agent, result collection with timeouts, deduplication in synthesis. The $20K C compiler demo is the reference implementation. Claude Code Docs
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Cursor supports Gemini / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Cursor supports Gemini); both cover Advanced, Claude Code Docs, Intermediate; overlapping topics (advanced, task).
Gemini competes with ChatGPT / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Gemini competes with ChatGPT); both cover Claude Code Docs, Critical, Gemini; overlapping topics (advanced, agent).
Gemini built by Google / Shared entities / What happened next / Tension
Linked by a graph relationship (Gemini built by Google); both cover Anthropic, Claude Code Docs, Gemini; picks up the Anthropic thread on 2026-03-08.
Cursor supports Gemini / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Cursor supports Gemini); both cover Anthropic, Gemini; overlapping topics (agent, anthropic).
Anthropic released Claude Code / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Anthropic released Claude Code); both cover Anthropic, Google AI; overlapping topics (advanced, agent, engineering).
Anthropic partners with OpenAI / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Anthropic partners with OpenAI); both cover Anthropic, Gemini; overlapping topics (agent, anthropic).
Gemini competes with Claude / Shared entity: Gemini / Shared topic / What happened next / Tension
Linked by a graph relationship (Gemini competes with Claude); both cover Gemini; overlapping topics (agent, architecture, engineering, prompt).
Gemini built by Google / Shared entities / What happened next
Linked by a graph relationship (Gemini built by Google); both cover Anthropic, Critical, High; picks up the Anthropic thread on 2026-02-28.