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Can We Debug AI Models?

Can We Debug AI Models?

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10 min read
Stop Obsessing Over Prompts. Context Is What Actually Makes LLMs Smart.

Stop Obsessing Over Prompts. Context Is What Actually Makes LLMs Smart.

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4 min read
Bypass AI API Rate Limits & Achieve 100% Uptime with SmartCore LLM Proxy

Bypass AI API Rate Limits & Achieve 100% Uptime with SmartCore LLM Proxy

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2 min read
Sir Shortoken: Bullet Mode, Local Expansion, and What Actually Held Up

Sir Shortoken: Bullet Mode, Local Expansion, and What Actually Held Up

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5 min read
DeepSeek Harness (dsh) คืออะไร? เจาะลึกคู่แข่งโค้ดโอเพ่นซอร์สของ Claude

DeepSeek Harness (dsh) คืออะไร? เจาะลึกคู่แข่งโค้ดโอเพ่นซอร์สของ Claude

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3 min read
The Planner Made the Same 3 Mistakes Every Time. A Bigger Model Didn't Fix It.

Exposes the three recurring failure patterns

The Planner Made the Same 3 Mistakes Every Time. A Bigger Model Didn't Fix It.

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5 min read
Stop treating LLMs like search engines

Stop treating LLMs like search engines

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3 min read
I Replaced My Coding Assistant with Kimi K3 for a Week. Here's What Every Developer Should Know

I Replaced My Coding Assistant with Kimi K3 for a Week. Here's What Every Developer Should Know

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4 min read
How FreeLLMAPI turns 18 free LLM tiers into one OpenAI-compatible API

How FreeLLMAPI turns 18 free LLM tiers into one OpenAI-compatible API

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3 min read
My 3-Month Hermes Agents Journey: Lessons Learned (and Disagreements)

My 3-Month Hermes Agents Journey: Lessons Learned (and Disagreements)

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3 min read
Your Agent Returned the Right Answer. That's Why It Was the Worst Possible Outcome.

Your Agent Returned the Right Answer. That's Why It Was the Worst Possible Outcome.

Comments 1
5 min read
𝗣𝗼𝘀𝘁 𝟯 — 𝗧𝗵𝗲 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗟𝗼𝗼𝗽: 𝗪𝗵𝗲𝗿𝗲 𝘁𝗵𝗲 𝟭.𝟵𝟲% 𝗦𝘁𝗼𝗽𝘀 𝗕𝗲𝗶𝗻𝗴 𝗧𝗵𝗲𝗼𝗿𝘆

𝗣𝗼𝘀𝘁 𝟯 — 𝗧𝗵𝗲 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗟𝗼𝗼𝗽: 𝗪𝗵𝗲𝗿𝗲 𝘁𝗵𝗲 𝟭.𝟵𝟲% 𝗦𝘁𝗼𝗽𝘀 𝗕𝗲𝗶𝗻𝗴 𝗧𝗵𝗲𝗼𝗿𝘆

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1 min read
Meet The Builder

Meet The Builder

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4 min read
I Told My LLM Critic to Be Adversarial. It Started Blocking Plans for Being 'Not Thorough Enough.'

Code-enforced allowlists fix prompt drift

I Told My LLM Critic to Be Adversarial. It Started Blocking Plans for Being 'Not Thorough Enough.'

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4 min read
The LLM Narrates, the Core Decides: Anatomy of an AI Checkout

The LLM Narrates, the Core Decides: Anatomy of an AI Checkout

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11 min read
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