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AI Agents Need Runtime State Checks, Not Just Better Prompts
Assili Salim
Assili Salim
Assili Salim
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Jul 11
AI Agents Need Runtime State Checks, Not Just Better Prompts
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ai
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api
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llm
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agents
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4 min read
Are You Benchmarking the Model—or the Harness?
Haoxiang Li
Haoxiang Li
Haoxiang Li
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Aug 14
Are You Benchmarking the Model—or the Harness?
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ai
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llm
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machinelearning
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programming
2
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2
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8 min read
I Gave DeepSeek a Token Limit. It Ignored Me.
Haoxiang Li
Haoxiang Li
Haoxiang Li
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Aug 14
I Gave DeepSeek a Token Limit. It Ignored Me.
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ai
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llm
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deepseek
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7 min read
I measured the RAG technique menu on 46,000 chunks. Four things mattered.
Lev Riabov
Lev Riabov
Lev Riabov
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Aug 2
I measured the RAG technique menu on 46,000 chunks. Four things mattered.
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ai
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llm
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rag
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search
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11 min read
LLM Latency Budget: Make AI Workflows Feel Fast Without Guessing
Jack M
Jack M
Jack M
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Jul 15
LLM Latency Budget: Make AI Workflows Feel Fast Without Guessing
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ai
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llm
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performance
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ux
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1
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9 min read
The Bug Was in the Brief, Upstream of Both Reviews
John
John
John
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Aug 14
The Bug Was in the Brief, Upstream of Both Reviews
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agents
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ai
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llm
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writing
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2
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7 min read
Making a Bloated Claude Code Fast Again: Auditing Context Injection Down From 228KB to 48KB
Lily
Lily
Lily
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Jul 11
Making a Bloated Claude Code Fast Again: Auditing Context Injection Down From 228KB to 48KB
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claudecode
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ai
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productivity
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4 min read
Agent OS: tratar as instruções de um agente como sistema, não como prompt
Izaac Baptista
Izaac Baptista
Izaac Baptista
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Aug 13
Agent OS: tratar as instruções de um agente como sistema, não como prompt
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agents
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ai
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architecture
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llm
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6 min read
Stop writing MCP tool descriptions like a human is reading them
Renato Marinho
Renato Marinho
Renato Marinho
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Aug 3
Stop writing MCP tool descriptions like a human is reading them
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mcp
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ai
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programming
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2
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4 min read
LLM Model Selection Matrix: Pick the Cheapest Reliable Model for Each Feature
Jack M
Jack M
Jack M
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Aug 14
LLM Model Selection Matrix: Pick the Cheapest Reliable Model for Each Feature
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ai
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saas
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devops
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9 min read
What I Learned Cutting Claude Code's Token Bill by 77%
rguiu
rguiu
rguiu
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Jul 12
What I Learned Cutting Claude Code's Token Bill by 77%
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ai
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claude
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1
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5 min read
E‑‑: The middle ground between English and Python
Oded Fuhrmann
Oded Fuhrmann
Oded Fuhrmann
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Jul 10
E‑‑: The middle ground between English and Python
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python
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6 min read
Why Enterprise AI Requires Smarter Orchestration, Not Bigger Models
Oba J. Alege
Oba J. Alege
Oba J. Alege
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Jul 24
Why Enterprise AI Requires Smarter Orchestration, Not Bigger Models
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architecture
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systemdesign
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1 min read
How I replaced LLM calls with coding agent calls and saved money
popiol
popiol
popiol
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Jul 10
How I replaced LLM calls with coding agent calls and saved money
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agents
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3 min read
Don't Let the AI Find Your Bugs. Let It Judge Them.
Ali Afana
Ali Afana
Ali Afana
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Aug 13
Don't Let the AI Find Your Bugs. Let It Judge Them.
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ai
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security
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java
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llm
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9 min read
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