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LLM Frameworks vs. the Raw SDK in Java

LLM Frameworks vs. the Raw SDK in Java

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8 min read
Why JSON is Becoming a Bottleneck for AI Agents

Why JSON is Becoming a Bottleneck for AI Agents

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2 min read
Free contextual chunk headers: heading-aware chunking for hybrid retrieval

Free contextual chunk headers: heading-aware chunking for hybrid retrieval

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4 min read
Anthropic's Dynamic Workflows Aren't Just Another Agent Feature

Anthropic's Dynamic Workflows Aren't Just Another Agent Feature

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3 min read
Claude Code detected a hack that never happened, then spiraled

Claude Code detected a hack that never happened, then spiraled

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5 min read
How I built a zero-token memory layer for LLMs (and why it outperforms vector store approaches)

How I built a zero-token memory layer for LLMs (and why it outperforms vector store approaches)

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3 min read
Is MCP Dead? When the Model Context Protocol Earns Its Complexity

Is MCP Dead? When the Model Context Protocol Earns Its Complexity

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5 min read
Mistral Large vs LLaMA 4 vs Phi-4: Best Open-Source LLM for Code Generation in 2026

Mistral Large vs LLaMA 4 vs Phi-4: Best Open-Source LLM for Code Generation in 2026

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5 min read
Stop sharing one OpenAI key across all your users

Stop sharing one OpenAI key across all your users

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1 min read
Catch prompt injection (and leaked secrets) in your AI agent's outgoing messages

Catch prompt injection (and leaked secrets) in your AI agent's outgoing messages

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3 min read
AI Agent Debugging Checklist: From Failed Run to Root Cause

AI Agent Debugging Checklist: From Failed Run to Root Cause

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5 min read
A Field Guide to Multi-Agent Orchestration in Late 2025: ruflo, KARIMO, llm-council

A Field Guide to Multi-Agent Orchestration in Late 2025: ruflo, KARIMO, llm-council

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8 min read
I proposed a rules layer for the A2A protocol. Here's why.

I proposed a rules layer for the A2A protocol. Here's why.

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3 min read
AgentDoG 1.5: Small Inline Guard Models for Agent Actions

AgentDoG 1.5: Small Inline Guard Models for Agent Actions

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7 min read
Aggregate eval scores hid a 14-point regression in one user segment

Aggregate eval scores hid a 14-point regression in one user segment

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4 min read
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