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Claude 4.6

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Claude 4.6 Effort Parameter: How to Cut Your API Bill by 60%
Article

Claude 4.6 Effort Parameter: How to Cut Your API Bill by 60%

Most developers leave effort at default (high) and overpay for routine tasks. Anthropic's own docs recommend medium for most Sonnet 4.6 use cases. Here's the math.

7 min read
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Claude 4.6 vs GPT-5: The Honest Developer Benchmark (With INR Pricing for India)
Article

Claude 4.6 vs GPT-5: The Honest Developer Benchmark (With INR Pricing for India)

Most comparison articles still benchmark against outdated models. This is Claude 4.6 (Sonnet + Opus) vs GPT-5 in 2026 — with actual ₹ costs and India accessibility analysis.

7 min read
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Claude Computer Use API: Build a Browser Automation Agent in Python
Article

Claude Computer Use API: Build a Browser Automation Agent in Python

Claude 4.6 scores 72%+ on OSWorld — production-ready for browser automation. Here's how to build a computer use agent: the screenshot-action loop, tool setup, and real examples.

8 min read
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Claude 4.6 Context Compaction: How to Run Infinite Agentic Sessions
Article

Claude 4.6 Context Compaction: How to Run Infinite Agentic Sessions

The #1 problem with long-running agents: they hit the context limit and die. Claude 4.6 context compaction fixes this with one config field. Here's how it works.

6 min read
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Building a Multi-Agent System with Claude: The Planner, Executor, Critic Pattern
Article

Building a Multi-Agent System with Claude: The Planner, Executor, Critic Pattern

Claude Opus 4.6 has a 'strong predilection for subagents' per Anthropic's docs. The planner/executor/critic triad is the most reliable multi-agent pattern for real tasks. Here's how to build it.

11 min read
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Claude Opus 4.6 Prompting Guide: Adaptive Thinking, Effort Levels, and 1M Context
Article

Claude Opus 4.6 Prompting Guide: Adaptive Thinking, Effort Levels, and 1M Context

Claude 4.6 changed how you prompt: adaptive thinking replaces budget_tokens, effort parameter cuts costs 60%, 1M context is now GA. Here's what changed and how to use it.

7 min read
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Migrating from Claude 3.5/4.5 to Claude 4.6: What Breaks, What Changes, What's Better
Article

Migrating from Claude 3.5/4.5 to Claude 4.6: What Breaks, What Changes, What's Better

Claude 3.5 Sonnet and Haiku 3.5 are retired. Prefill now returns 400. budget_tokens is deprecated. Here's your complete migration checklist from 3.5 or 4.5 to Claude 4.6.

8 min read
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Prompt Caching in Claude 4.6: How to Cut API Costs by 90% on Repeated System Prompts
Article

Prompt Caching in Claude 4.6: How to Cut API Costs by 90% on Repeated System Prompts

Most Claude API calls re-process the same system prompt on every request. Prompt caching fixes this: pay 10% of normal price for cached tokens. Setup is one line of code.

7 min read
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