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Your GitHub MCP server costs 55,000 tokens before your agent reads a single word.

Prompt caching softens the brutal dollar cost

Your GitHub MCP server costs 55,000 tokens before your agent reads a single word.

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Picked as gem Comments 32
3 min read
What "Share of Model" Means for AI Search Visibility

What "Share of Model" Means for AI Search Visibility

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Comments 3
4 min read
Idempotency as a Product Feature: Run Keys, Leases, and Scheduling

Idempotency as a Product Feature: Run Keys, Leases, and Scheduling

Comments 1
5 min read
99.7% Rejected in 84ms: Why I Stopped Making the Generator Smarter

99.7% Rejected in 84ms: Why I Stopped Making the Generator Smarter

Comments
7 min read
The Real Cost of LLM APIs in 2026: A Developer's Field Guide

The Real Cost of LLM APIs in 2026: A Developer's Field Guide

Comments 1
3 min read
More agents = more intelligence?

More agents = more intelligence?

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Comments 5
1 min read
LLM Integration Patterns Every Software Engineer Should Know

LLM Integration Patterns Every Software Engineer Should Know

Comments 2
3 min read
Why LLMs chatbots experience memory loss and how to overcome it?

Why LLMs chatbots experience memory loss and how to overcome it?

Comments
2 min read
Human-in-the-Loop

Human-in-the-Loop

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Comments 4
4 min read
The Week AI Shipped With Locks On: GPT-6 Astra and Claude Fable 5.1

The Week AI Shipped With Locks On: GPT-6 Astra and Claude Fable 5.1

Comments
7 min read
DFlash-2: Benchmarking Z-Lab's Successor to DFlash for Accuracy and Throughput Gains

DFlash-2: Benchmarking Z-Lab's Successor to DFlash for Accuracy and Throughput Gains

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Comments 12
14 min read
I counted our agent loop: 239 lines. Frameworks and runtimes are not the same layer.

I counted our agent loop: 239 lines. Frameworks and runtimes are not the same layer.

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Comments 4
11 min read
Agentic Guardrails for LangChain: The Manifest You Didn't Know You Needed

Agentic Guardrails for LangChain: The Manifest You Didn't Know You Needed

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Comments 1
7 min read
How I Saved a Client ₹85K/Month on AI API Costs

How I Saved a Client ₹85K/Month on AI API Costs

Comments 1
5 min read
I Accidentally Built a Dark Software Factory. Here's How.

I Accidentally Built a Dark Software Factory. Here's How.

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Comments 1
11 min read
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