Coding agents, live
Notes on streaming AI into real products: clients, models, costs and protocols.
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When Monthly Passes Beat Per-Token Coding Agent Bills
A step-by-step guide to comparing coding agent subscriptions with token billing, calculating break-even usage, and choosing a hybrid setup.
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Debug a Coding Agent That Stops Streaming Halfway
Trace interrupted AI streams step by step, isolate buffering and timeout failures, and recover coding agents without duplicating tool actions.
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Shell Aliases to Switch Your Coding Agent Models
Create shell aliases for Claude Code, switch models through Fluxio, and keep API keys out of your shell configuration.
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Gemini CLI vs Claude Code: Refactoring Walkthrough
Compare Gemini CLI and Claude Code through a practical refactoring workflow, from repository inspection to tests, review, and streaming API setup.
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Codex in the Editor: Stream Suggestions Without Stalls
Build a responsive Codex editor workflow with streamed suggestions, cancellation, buffered rendering, and practical latency checks.
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Share One AI Relay Account Across Coding Agents
Set up a shared AI relay account for coding agents with secure credentials, streaming responses, usage tracking, and practical spending controls.
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Keep Coding Assistants Fast With Huge Context
A step-by-step guide to reducing coding assistant latency with targeted retrieval, prompt caching, streaming, and smarter context budgets.
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Interrupting a Coding Agent: What Gets Billed?
Follow a coding agent interruption step by step to understand input tokens, streamed output, cancellation delays, and final usage.
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Cherry Studio: Set Up Streamed AI Answers
Configure Cherry Studio with Fluxio, add a supported model, and troubleshoot token-by-token AI responses in a desktop chat workflow.
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How Coding Agents Stream Partial Diffs
Follow how coding agents turn streamed model output into partial diffs, validate proposed edits, and safely apply changes to your code.
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Run Claude Code in VS Code Without Losing the Stream
Set up Claude Code in VS Code, preserve incremental output, and troubleshoot buffering when using a streaming API relay.
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Gemini CLI Against a Native Relay: First-Run Checklist
Connect Gemini CLI to a native Gemini relay, verify authentication and streaming, and troubleshoot endpoint, model, and tool-call issues.
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Claude Desktop and a Relay: Everyday Drafting
Connect Claude Desktop to a relay through a local MCP bridge, then build a practical workflow for emails, updates, and everyday drafts.
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Claude Code vs Codex for Live Pair Programming
Compare Claude Code and Codex step by step, testing streaming, code quality, permissions, and cost for live pair programming.
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Point Claude Code at a Relay with Environment Variables
Configure Claude Code to use a relay endpoint, set authentication safely, verify routing, and troubleshoot common environment-variable issues.
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Keep Long Claude Code Sessions Responsive
A step-by-step guide to keeping Claude Code responsive in large repositories with scoped searches, lean context, checkpoints, and streaming.
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Watching Claude Code Think in Your Terminal
Learn to stream Claude Code output, inspect JSON events, and distinguish generated text, tool activity, and visible progress.
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