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A Field Guide to RAG Failure Modes: Garbled Scans, Duplicate Chunks, and Leaky Indexes
Uglypear Data
Uglypear Data
Uglypear Data
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Oct 13
A Field Guide to RAG Failure Modes: Garbled Scans, Duplicate Chunks, and Leaky Indexes
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ai
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llm
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machinelearning
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rag
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 comment
6 min read
VQ Agent Core: THINK ACT DECIDE — a three-layer agent loop you can audit
Shivam Kumar
Shivam Kumar
Shivam Kumar
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Oct 12
VQ Agent Core: THINK ACT DECIDE — a three-layer agent loop you can audit
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python
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ai
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agents
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llm
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3 min read
Building a "Subconscious Accelerator" for LLM Agents: VPU v10.13 on Intel Iris Xe
logout2login
logout2login
logout2login
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Oct 12
Building a "Subconscious Accelerator" for LLM Agents: VPU v10.13 on Intel Iris Xe
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agents
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ai
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llm
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performance
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6 min read
Deploying LLMs Locally: Ollama, LM Studio, llama.cpp & vLLM Compared
Phil IPS
Phil IPS
Phil IPS
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Oct 12
Deploying LLMs Locally: Ollama, LM Studio, llama.cpp & vLLM Compared
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llm
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local
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deployment
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tutorial
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8 min read
501B Stored, 23B Awake: What Reflection's Beam Means for Builders Who Self-Host
Shivam Kumar
Shivam Kumar
Shivam Kumar
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Oct 12
501B Stored, 23B Awake: What Reflection's Beam Means for Builders Who Self-Host
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ai
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llm
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opensource
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machinelearning
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2 min read
Chrome's Silent AI, AWS's Junior Staff Warning, and Agent Ethics
trillioniar s
trillioniar s
trillioniar s
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Oct 13
Chrome's Silent AI, AWS's Junior Staff Warning, and Agent Ethics
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ai
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llm
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coding
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openai
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2 min read
A do-nothing agent can pass your "must not call" tests
Horus
Horus
Horus
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Oct 12
A do-nothing agent can pass your "must not call" tests
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testing
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llm
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agents
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python
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6 min read
My Triton Kernel Ties bitsandbytes — and Both Lose to Math
Raihan
Raihan
Raihan
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Oct 12
My Triton Kernel Ties bitsandbytes — and Both Lose to Math
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gpu
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llm
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python
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performance
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4 min read
Claude Account Banned? Practical Alternatives and What to Do Next (2026)
51 Discover Nav
51 Discover Nav
51 Discover Nav
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Oct 13
Claude Account Banned? Practical Alternatives and What to Do Next (2026)
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ai
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claude
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llm
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productivity
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2 min read
An AI Agent Programmed a Siemens S7-1500 Through an MCP Bridge — Here's the SCL and the Race Conditions It Caught
tia-forge
tia-forge
tia-forge
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Oct 12
An AI Agent Programmed a Siemens S7-1500 Through an MCP Bridge — Here's the SCL and the Race Conditions It Caught
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ai
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llm
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automation
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programming
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9 min read
A Practical Pre-Launch Checklist for a RAG Chatbot
Abhi Roy
Abhi Roy
Abhi Roy
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Oct 12
A Practical Pre-Launch Checklist for a RAG Chatbot
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ai
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webdev
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programming
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llm
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3 min read
Should an AI Tutor Just Give You the Answer? I Tested It
Vikrant Negi
Vikrant Negi
Vikrant Negi
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Oct 12
Should an AI Tutor Just Give You the Answer? I Tested It
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ai
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learning
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llm
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career
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6 min read
ZY-S1 Preview: fine-tuning a 1.18B HRM-Text model, built in India
ZYR AI
ZYR AI
ZYR AI
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Oct 13
ZY-S1 Preview: fine-tuning a 1.18B HRM-Text model, built in India
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llm
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ai
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machinelearning
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opensource
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1 min read
Building a Local-First Agent Platform Where the Vendor Is Never in the Middle
Arman Bahlakeh
Arman Bahlakeh
Arman Bahlakeh
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Oct 12
Building a Local-First Agent Platform Where the Vendor Is Never in the Middle
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ai
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selfhosted
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llm
#
python
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7 min read
Five ways Claude prompt caching quietly breaks on Amazon Bedrock
Haris Farooq
Haris Farooq
Haris Farooq
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Oct 12
Five ways Claude prompt caching quietly breaks on Amazon Bedrock
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aws
#
ai
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llm
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claude
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7 min read
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