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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 #agent workflows

DeepSeek V4.1 Flash migration from legacy applications through route verification and workload evaluation
guide

DeepSeek V4.1 Flash Migration Guide: Pro, Flash & Vision

Which DeepSeek model IDs changed on the direct API and on EvoLink, how to test V4.1 Flash against your current model, and how to roll out and fall back.

Jacey
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15 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
•
10 min
Gemini 3.5 Flash vs Claude Haiku 4.5: Pricing, Context, and Production Routing
Comparison

Gemini 3.5 Flash vs Claude Haiku 4.5: Pricing, Context, and Production Routing

Compare Gemini 3.5 Flash and Claude Haiku 4.5 on pricing, context window, agent capabilities, and production workload fit to choose the right cost-efficient model.

EvoLink Team
•
9 min
Claude Opus 4.7 vs Claude Opus 4.6: What Actually Changed for Coding Teams
Comparison

Claude Opus 4.7 vs Claude Opus 4.6: What Actually Changed for Coding Teams

A practical April 16, 2026 comparison of Claude Opus 4.7 and Claude Opus 4.6 using Anthropic's official announcement, pricing page, and migration guide.

EvoLink Team
•
10 min
Kimi K2 Thinking API Guide: Building Multi-Step Agents Without Losing Reasoning State
guide

Kimi K2 Thinking API Guide: Building Multi-Step Agents Without Losing Reasoning State

A fact-checked March 29, 2026 guide to building multi-step agents with Kimi K2 Thinking.

EvoLink Team
•
8 min
Claude Opus 4.6 vs Gemini 3.1 Pro in 2026: Production Coding, Long Context, and Cost
Comparison

Claude Opus 4.6 vs Gemini 3.1 Pro in 2026: Production Coding, Long Context, and Cost

A practical March 27, 2026 comparison of Claude Opus 4.6 and Gemini 3.1 Pro using official benchmark, context, and pricing sources.

EvoLink Team
•
7 min
Claude Sonnet 4.6 vs Claude Opus 4.6 in 2026: Which Claude Route Should Teams Use?
Comparison

Claude Sonnet 4.6 vs Claude Opus 4.6 in 2026: Which Claude Route Should Teams Use?

Compare Claude Sonnet 4.6 and Claude Opus 4.6 by price, capability boundaries, and which workloads should stay on Sonnet versus escalate to Opus.

EvoLink Team
•
5 min