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Aman Kumar

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What's a cheap Claude API for Claude Code in 2026? Price your own sessions first

What's a cheap Claude API for Claude Code in 2026? Price your own sessions first

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6 min read

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What is the best flat-rate OpenAI-compatible API in 2026?

What is the best flat-rate OpenAI-compatible API in 2026?

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5 min read
Request Limits vs Token Limits: Which Flat-Rate LLM API Pricing Is Cheaper for Your Workload?

Request Limits vs Token Limits: Which Flat-Rate LLM API Pricing Is Cheaper for Your Workload?

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6 min read
How Can I Use One API Key for Claude, GPT, DeepSeek and Qwen?

How Can I Use One API Key for Claude, GPT, DeepSeek and Qwen?

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5 min read
What's the Best OpenRouter Alternative for Claude Code and Cursor at a Flat Monthly Price?

What's the Best OpenRouter Alternative for Claude Code and Cursor at a Flat Monthly Price?

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6 min read
Running Inspect AI Evals on a Custom OpenAI-Compatible API: openai-api/ Model Names, Two Retry Layers and Hidden Errors

Running Inspect AI Evals on a Custom OpenAI-Compatible API: openai-api/ Model Names, Two Retry Layers and Hidden Errors

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6 min read
Using CloudWeGo Eino With a Custom OpenAI-Compatible API in Go: BaseURL, Zero Retries and a 12-Step Agent Limit

Using CloudWeGo Eino With a Custom OpenAI-Compatible API in Go: BaseURL, Zero Retries and a 12-Step Agent Limit

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6 min read
Google's LangExtract on a Custom OpenAI-Compatible API: Model IDs That Route to Ollama, Strict Schemas and Silent Chunks

Google's LangExtract on a Custom OpenAI-Compatible API: Model IDs That Route to Ollama, Strict Schemas and Silent Chunks

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5 min read
Running Qwen Code on a Custom OpenAI-Compatible API: modelProviders, a 41,000-Character First Request and Retries That Keep Going for Minutes

Running Qwen Code on a Custom OpenAI-Compatible API: modelProviders, a 41,000-Character First Request and Retries That Keep Going for Minutes

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5 min read
Using Mastra Agents With a Custom OpenAI-Compatible API: the url Model Config, the Silent 5-Step Limit and Two Retry Layers That Multiply

Using Mastra Agents With a Custom OpenAI-Compatible API: the url Model Config, the Silent 5-Step Limit and Two Retry Layers That Multiply

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6 min read
Calling an OpenAI-Compatible API From a Bash Script: curl, jq, Safe JSON and What --retry Really Does

Calling an OpenAI-Compatible API From a Bash Script: curl, jq, Safe JSON and What --retry Really Does

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7 min read
Calling an OpenAI-Compatible API From PHP and Laravel: openai-php/client Base URI, Timeouts, Streaming and Errors

Calling an OpenAI-Compatible API From PHP and Laravel: openai-php/client Base URI, Timeouts, Streaming and Errors

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6 min read
OpenAI Agents SDK on a Custom OpenAI-Compatible API: Chat Completions, Responses and the Tracing Trap

OpenAI Agents SDK on a Custom OpenAI-Compatible API: Chat Completions, Responses and the Tracing Trap

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4 min read
Streaming LLM Output to the Browser Through Your Own Backend: FastAPI, Server-Sent Events and the Buffering Traps

Streaming LLM Output to the Browser Through Your Own Backend: FastAPI, Server-Sent Events and the Buffering Traps

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5 min read
Testing Code That Calls an LLM: How I Mock the OpenAI Client in pytest (Without Burning Requests)

Testing Code That Calls an LLM: How I Mock the OpenAI Client in pytest (Without Burning Requests)

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5 min read
Caching LLM Responses on Your Side: An Exact-Match Cache in Front of Any OpenAI-Compatible API (Python)

Caching LLM Responses on Your Side: An Exact-Match Cache in Front of Any OpenAI-Compatible API (Python)

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5 min read
Model Fallback Chains on One OpenAI-Compatible Base URL: When to Switch Models and How (Python)

Model Fallback Chains on One OpenAI-Compatible Base URL: When to Switch Models and How (Python)

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5 min read
OpenCode and Kilo Code With Any OpenAI-Compatible Provider: Config Files That Work, and the Context Limit Trap

OpenCode and Kilo Code With Any OpenAI-Compatible Provider: Config Files That Work, and the Context Limit Trap

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4 min read
How to Use Claude in Cursor and Cline With a Custom OpenAI Base URL (2026 Setup Guide)

How to Use Claude in Cursor and Cline With a Custom OpenAI Base URL (2026 Setup Guide)

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5 min read
6 Guardrails That Stopped My Coding Agent From Burning Through API Budget

6 Guardrails That Stopped My Coding Agent From Burning Through API Budget

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2 min read
Claude Max’s 5-Hour Cap Broke My Refactor — Flat-Rate Gateway Setup That Fixed It

Claude Max’s 5-Hour Cap Broke My Refactor — Flat-Rate Gateway Setup That Fixed It

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6 min read
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