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How to Deploy AI Agents to Production (Not Just a Demo)
Sandro Munda
Sandro Munda
Sandro Munda
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RootCX
May 5
How to Deploy AI Agents to Production (Not Just a Demo)
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agents
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ai
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llm
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security
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9 min read
Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)
FRANCISE LIANG
FRANCISE LIANG
FRANCISE LIANG
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May 6
Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)
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ai
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llm
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webagent
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playwright
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1 min read
Beyond 'Is It Intelligent?': A 5-Layer Framework for Understanding What LLMs Actually Do
lawcontinue
lawcontinue
lawcontinue
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May 5
Beyond 'Is It Intelligent?': A 5-Layer Framework for Understanding What LLMs Actually Do
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ai
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llm
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philosophy
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6 min read
Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading
Claudio Basckeira
Claudio Basckeira
Claudio Basckeira
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May 5
Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading
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ai
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machinelearning
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agents
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llm
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3 min read
AI for Security and Security for AI - A deep dive into how AI is transforming cyber defense and why the AI itself urgently needs to be defended.
Soumya Khaskel
Soumya Khaskel
Soumya Khaskel
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May 5
AI for Security and Security for AI - A deep dive into how AI is transforming cyber defense and why the AI itself urgently needs to be defended.
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cybersecurity
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ai
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llm
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security
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6 min read
Why I Permanently NO-GO'd Patchright After a Spike (And the Anti-Detection Decision Tree)
FRANCISE LIANG
FRANCISE LIANG
FRANCISE LIANG
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May 5
Why I Permanently NO-GO'd Patchright After a Spike (And the Anti-Detection Decision Tree)
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ai
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llm
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webagent
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playwright
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1 min read
SearchWala: I Built a Blazing-Fast Meta-Search Engine in Rust That Queries 90+ Engines Simultaneously
Chidari Sandeep
Chidari Sandeep
Chidari Sandeep
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May 5
SearchWala: I Built a Blazing-Fast Meta-Search Engine in Rust That Queries 90+ Engines Simultaneously
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showdev
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llm
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opensource
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rust
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1 min read
We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results
Vilius
Vilius
Vilius
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May 9
We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results
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ai
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llm
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benchmark
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agents
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2 min read
How we almost wrote off 3 models as broken — the thinking-mode tax
Vilius
Vilius
Vilius
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May 9
How we almost wrote off 3 models as broken — the thinking-mode tax
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ai
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llm
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benchmark
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postmortem
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2 min read
Mistral Large 3: The 675B Open-Weight MoE Model Developer Guide
Jangwook Kim
Jangwook Kim
Jangwook Kim
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May 5
Mistral Large 3: The 675B Open-Weight MoE Model Developer Guide
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mistral
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llm
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opensource
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moe
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5 min read
Stop Trusting LLMs with Calldata: Architecting a Mathematical Cage for Web3Â Agents
lokii
lokii
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May 5
Stop Trusting LLMs with Calldata: Architecting a Mathematical Cage for Web3Â Agents
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architecture
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llm
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security
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web3
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4 min read
RAG Series (7): Retrieval Strategies — How to Find the Most Relevant Content
WonderLab
WonderLab
WonderLab
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May 5
RAG Series (7): Retrieval Strategies — How to Find the Most Relevant Content
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rag
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ai
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mmr
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llm
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7 min read
Free Website to Markdown Converter for LLM and RAG Pipelines
Juan Triviño
Juan Triviño
Juan Triviño
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May 5
Free Website to Markdown Converter for LLM and RAG Pipelines
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ai
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llm
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python
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webdev
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1 min read
Building a RAG Pipeline That Stays Fresh with Live Web Data
tokozen
tokozen
tokozen
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May 5
Building a RAG Pipeline That Stays Fresh with Live Web Data
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rag
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ai
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python
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llm
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5 min read
1-bit, 545 megabytes, zero API keys — local AI that beats GPT-5.4
Vilius
Vilius
Vilius
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May 9
1-bit, 545 megabytes, zero API keys — local AI that beats GPT-5.4
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ai
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llm
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local
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quantization
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2 min read
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