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Sub-Agents vs One Big Agent: 4 Signals That Decide It

Sub-Agents vs One Big Agent: 4 Signals That Decide It

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9 min read
PDF RAG Is Where Most Pipelines Die. Layout-Aware Chunking Is the Unlock.

PDF RAG Is Where Most Pipelines Die. Layout-Aware Chunking Is the Unlock.

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10 min read
The 3 RAG Citation Patterns: One Regulators Accept, One Users Read, One Nobody Should Ship

The 3 RAG Citation Patterns: One Regulators Accept, One Users Read, One Nobody Should Ship

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10 min read
Stop Keying Agent Replay on Tool Names. Use Fingerprints.

Stop Keying Agent Replay on Tool Names. Use Fingerprints.

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8 min read
Self-Consistency at N=5 With Sonnet Beats One Opus Call on 3 Task Types

Self-Consistency at N=5 With Sonnet Beats One Opus Call on 3 Task Types

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8 min read
Eval-Driven Canary: Shipping Prompt Changes Behind a Quality Gate

Eval-Driven Canary: Shipping Prompt Changes Behind a Quality Gate

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9 min read
HyDE, Multi-Query, Decomposition: Which Query Rewrite Actually Moves Recall?

HyDE, Multi-Query, Decomposition: Which Query Rewrite Actually Moves Recall?

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10 min read
Your P99 Latency Lies. Streaming Users Feel TTFT.

Your P99 Latency Lies. Streaming Users Feel TTFT.

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8 min read
Diffusion Language Models: How NVIDIA Nemotron-Labs Diffusion Shatters the Autoregressive Speed Ceiling

Diffusion Language Models: How NVIDIA Nemotron-Labs Diffusion Shatters the Autoregressive Speed Ceiling

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18 min read
Best AI Agent Security & Guardrails Tools in 2026: LLM Guard vs NeMo vs Guardrails AI

Best AI Agent Security & Guardrails Tools in 2026: LLM Guard vs NeMo vs Guardrails AI

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3 min read
Built a Predictive Incident Response Agent with LLMs and Vector Memory

Built a Predictive Incident Response Agent with LLMs and Vector Memory

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6 min read
Aria: Building an AI Customer Support Agent with Persistent Memory

Aria: Building an AI Customer Support Agent with Persistent Memory

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8 min read
Fixing blind spots in code reviews with Hindsight memory

Fixing blind spots in code reviews with Hindsight memory

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2 min read
MCP Tool Poisoning: The AI Supply Chain Attack Nobody Is Talking About

MCP Tool Poisoning: The AI Supply Chain Attack Nobody Is Talking About

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4 min read
BeeLlama v0.2.0: 164 tok/s on a 27B model, one RTX 3090

BeeLlama v0.2.0: 164 tok/s on a 27B model, one RTX 3090

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3 min read
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