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# llm

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Where your AI budget is actually going (it’s not what you think)

Where your AI budget is actually going (it’s not what you think)

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3 min read
In-depth Investigation of API Transit Stations: From Black Gray Products to White Gloves, Where is the Future of Domestic AI?

In-depth Investigation of API Transit Stations: From Black Gray Products to White Gloves, Where is the Future of Domestic AI?

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17 min read
Stop Killing Your GC: Moving 10M Token Contexts Off-Heap with Project Panama

Stop Killing Your GC: Moving 10M Token Contexts Off-Heap with Project Panama

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2 min read
An LLM Walks Into General Relativity - Lessons from a Devoxx Talk

An LLM Walks Into General Relativity - Lessons from a Devoxx Talk

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3 min read
Here's what stopped breaking, when you make LLM agents author in two formats

Here's what stopped breaking, when you make LLM agents author in two formats

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7 min read
6 months solo on a multi-agent PR reviewer. 10.93 vs 3.80 blockers/PR (claude alone) on my benchmark — please test on real PRs and tell me where it's wrong

6 months solo on a multi-agent PR reviewer. 10.93 vs 3.80 blockers/PR (claude alone) on my benchmark — please test on real PRs and tell me where it's wrong

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2 min read
Speed, caching, and the 40x cost wall

Speed, caching, and the 40x cost wall

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3 min read
Turning Server Logs into Incident Summaries with Java and Groq

Turning Server Logs into Incident Summaries with Java and Groq

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8 min read
Hermes Agent Skill Authoring — SKILL.md Structure and Best Practices

Hermes Agent Skill Authoring — SKILL.md Structure and Best Practices

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10 min read
I Built a Free Daily AI News Engine Using Claude Code CLI — No API Key Needed

I Built a Free Daily AI News Engine Using Claude Code CLI — No API Key Needed

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3 min read
Context Governance for Coding Agents

Context Governance for Coding Agents

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25 min read
Forget Your RAG: Build Your Own LLM Wiki in C# with Ollama + Kimi (Step‑by‑Step Guide)

Forget Your RAG: Build Your Own LLM Wiki in C# with Ollama + Kimi (Step‑by‑Step Guide)

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10 min read
Agentic RAG: What It Is, Why Teams Use It, and Where It Gets Complicated

Agentic RAG: What It Is, Why Teams Use It, and Where It Gets Complicated

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3 min read
Coding in the Age of AI Is Not What You Think

Coding in the Age of AI Is Not What You Think

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6 min read
DeepClaude: I Combined Claude Code with DeepSeek V4 Pro in My Agent Loop and the Numbers Threw Me Off

DeepClaude: I Combined Claude Code with DeepSeek V4 Pro in My Agent Loop and the Numbers Threw Me Off

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8 min read
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