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EvoLink.AI Blog

Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.

Articles tagged #coding agents

How to Use Gemini 3.5 Flash API: SDKs, Tools & Code
guide

How to Use Gemini 3.5 Flash API: SDKs, Tools & Code

Implement Gemini 3.5 Flash with Python and Node.js examples, SDK setup, function and tool calling, structured output, multimodal input, and agent workflow patterns.

EvoLink Team
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20 min
MiniMax M3 vs Claude Opus 4.8: Coding & Cost Guide
Comparison

MiniMax M3 vs Claude Opus 4.8: Coding & Cost Guide

Compare MiniMax M3 and Claude Opus 4.8 for coding agents: context, multimodal input, Anthropic Messages compatibility, evaluation design, cost per accepted change, and production routing.

EvoLink Team
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12 min
MiniMax-M3 vs GPT-5.5: API Cost & Production Fit
Comparison

MiniMax-M3 vs GPT-5.5: API Cost & Production Fit

Compare MiniMax-M3 and GPT-5.5 on EvoLink for coding agents, API pricing, context windows, endpoint fit, multimodal input, and production routing decisions.

EvoLink Team
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6 min
MiniMax-M3 vs M2.5: API, Pricing & Coding Agent Fit
Comparison

MiniMax-M3 vs M2.5: API, Pricing & Coding Agent Fit

A production-focused MiniMax-M3 vs MiniMax-M2.5 comparison for EvoLink users: API access, model IDs, pricing shape, context, multimodal input, coding-agent fit, and fallback strategy.

EvoLink Team
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8 min
Claude Fable 5 Alternatives for Coding and Agents After Max Access Ends
alternatives

Claude Fable 5 Alternatives for Coding and Agents After Max Access Ends

A decision-first guide to replacing Claude Fable 5 with Opus 4.8, Sonnet 5, GPT-5.6, Gemini 3.1 Pro, or GLM-5.2.

EvoLink Team
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11 min
Claude Sonnet 5 and Sonnet 4.6 production routing upgrade illustration
Comparison

Claude Sonnet 5 vs Sonnet 4.6: Should Existing Workloads Upgrade?

A practical comparison for teams deciding whether to move existing Sonnet 4.6 workloads to Claude Sonnet 5.

EvoLink Team
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7 min
GLM-5.2 vs GPT-5.5 vs Claude Opus 4.8: Coding Agent Comparison
Comparison

GLM-5.2 vs GPT-5.5 vs Claude Opus 4.8: Coding Agent Comparison

A practical EvoLink comparison of GLM-5.2, GPT-5.5, and Claude Opus 4.8 for coding agents and long-horizon engineering workflows.

EvoLink Team
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9 min
Claude Fable 5 API Developer Guide: Setup, Routing, Cost, and Evaluation
guide

Claude Fable 5 API Developer Guide: Setup, Routing, Cost, and Evaluation

A production-focused Claude Fable 5 API guide for teams using EvoLink to test access, compare routes, control cost, and ship a measured rollout.

EvoLink Team
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17 min
How to Use Claude Fable 5 API with EvoLink
guide

How to Use Claude Fable 5 API with EvoLink

A practical first-call guide for using Claude Fable 5 API through EvoLink's unified API gateway.

EvoLink Team
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7 min
Gemini 3.5 Flash for Coding Agents: Capabilities, Cost, and Production Routing
use-case

Gemini 3.5 Flash for Coding Agents: Capabilities, Cost, and Production Routing

Evaluate Gemini 3.5 Flash for coding agent workflows — function calling, structured output, long-context code analysis, cost per agent session, and when to use it vs alternatives.

EvoLink Team
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10 min