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Why does everything in an agent go through the LLM?
VentAiLabs
VentAiLabs
VentAiLabs
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Sep 15
Why does everything in an agent go through the LLM?
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discuss
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ai
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architecture
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llm
2
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7
 comments
4 min read
Killed by the Word 'git': One Token of Coincidence, 40 Points of Pass Rate
Debashish Ghosal
Debashish Ghosal
Debashish Ghosal
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Sep 14
Killed by the Word 'git': One Token of Coincidence, 40 Points of Pass Rate
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ai
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llm
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agents
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testing
15
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4
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8 min read
Why I Ditched "Just Let the LLM Handle It" for a State Machine (And Slept Better at Night)
Valipireddy Kowshik
Valipireddy Kowshik
Valipireddy Kowshik
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Sep 15
Why I Ditched "Just Let the LLM Handle It" for a State Machine (And Slept Better at Night)
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ai
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llm
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webdev
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programming
2
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3
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3 min read
MTP in Practice: Benchmarking Gemma's Speculative Decoding on a Real GPU
oooocean66
oooocean66
oooocean66
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Sep 11
MTP in Practice: Benchmarking Gemma's Speculative Decoding on a Real GPU
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ai
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llm
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machinelearning
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performance
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13 min read
Keep the LLM Out of the Math: Deterministic Boundaries for Financial Modelling Agents
FeasibilityproAI Analysis
FeasibilityproAI Analysis
FeasibilityproAI Analysis
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Sep 11
Keep the LLM Out of the Math: Deterministic Boundaries for Financial Modelling Agents
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agents
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ai
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architecture
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llm
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11 min read
Anthropic shipped an official eval runner for Claude Code. I made my tool run on it the same day. Field notes.
SmartWord World
SmartWord World
SmartWord World
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Sep 12
Anthropic shipped an official eval runner for Claude Code. I made my tool run on it the same day. Field notes.
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ai
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claude
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llm
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testing
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2
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3 min read
What Is an Agent Harness? Harness Engineering Explained
Tejas Kumar
Tejas Kumar
Tejas Kumar
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Sep 14
What Is an Agent Harness? Harness Engineering Explained
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ai
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agents
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llm
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typescript
5
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11
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12 min read
Three AI Agents Corrected Each Other. None of Them Were Talking.
Ted
Ted
Ted
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Sep 15
Three AI Agents Corrected Each Other. None of Them Were Talking.
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ai
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llm
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crewai
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selfhosted
1
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3
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7 min read
10 SDLC Checks AI Will Skip Unless You Make Them a Gate
Debashish Ghosal
Debashish Ghosal
Debashish Ghosal
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Sep 15
10 SDLC Checks AI Will Skip Unless You Make Them a Gate
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ai
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programming
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llm
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sdlc
20
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5
 comments
6 min read
AI agent or plain automation: where the real ROI is
Maksim Ilin
Maksim Ilin
Maksim Ilin
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Sep 10
AI agent or plain automation: where the real ROI is
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ai
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automation
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llm
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startup
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5 min read
I Added More AI Agents to the Problem. Nothing Changed.
Antonio Lopes Correia
Antonio Lopes Correia
Antonio Lopes Correia
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Sep 14
I Added More AI Agents to the Problem. Nothing Changed.
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agents
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ai
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architecture
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llm
1
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2
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4 min read
Indirect prompt injection in a RAG pipeline: one attack, step by step, and what actually stopped it
sergio belmonte morales
sergio belmonte morales
sergio belmonte morales
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Sep 14
Indirect prompt injection in a RAG pipeline: one attack, step by step, and what actually stopped it
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security
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ai
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llm
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nextjs
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3
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5 min read
How many tools should an MCP server have?
MCPulse
MCPulse
MCPulse
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Sep 14
How many tools should an MCP server have?
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mcp
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ai
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llm
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devtools
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7
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5 min read
AI Weekly — 2026-09-04 to 2026-09-11 | Open-weight races collide with closed-frontier launches
Yang Goufang
Yang Goufang
Yang Goufang
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Sep 10
AI Weekly — 2026-09-04 to 2026-09-11 | Open-weight races collide with closed-frontier launches
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ai
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machinelearning
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tech
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llm
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7 min read
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 10
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning
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ai
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agenticai
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machinelearning
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llm
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1
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5 min read
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