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Epistemic Humility in Agent Evals: What Happens When Retrieved Evidence Contradicts the Model's Prior Beliefs
mech.app
mech.app
mech.app
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Oct 11
Epistemic Humility in Agent Evals: What Happens When Retrieved Evidence Contradicts the Model's Prior Beliefs
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agents
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ai
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llm
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reaction
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6 min read
How to train your agent: 7 patterns from production teams
Tyler Edwards
Tyler Edwards
Tyler Edwards
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Oct 7
How to train your agent: 7 patterns from production teams
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ai
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llm
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machinelearning
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agents
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8 min read
Who owns the context your AI assistant builds up?
Sam
Sam
Sam
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Oct 7
Who owns the context your AI assistant builds up?
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ai
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productivity
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hermes
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llm
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5 min read
What Can $10 Buy Across Different LLM APIs?
Adam Z
Adam Z
Adam Z
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Oct 7
What Can $10 Buy Across Different LLM APIs?
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ai
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llm
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webdev
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programming
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5 min read
I tried most of the memory systems for AI agents. None did what I needed, so I built one.
BrethofAI
BrethofAI
BrethofAI
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Oct 11
I tried most of the memory systems for AI agents. None did what I needed, so I built one.
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ai
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productivity
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llm
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agents
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1
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6 min read
RTX PRO 6000 vs H100 for LLM Inference: Which Is More Cost-Effective in 2026?
yyyysa4
yyyysa4
yyyysa4
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Oct 7
RTX PRO 6000 vs H100 for LLM Inference: Which Is More Cost-Effective in 2026?
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ai
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hardware
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llm
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performance
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9 min read
delivery-harness lets the rule engine set the payout and keeps the model advisory
Reno Lu
Reno Lu
Reno Lu
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Oct 11
delivery-harness lets the rule engine set the payout and keeps the model advisory
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ai
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llm
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java
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guardrails
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3 min read
Measure Cost per Handled Enquiry: A Small Logging Pattern for LLM Workflows
Ujjwal Dubey
Ujjwal Dubey
Ujjwal Dubey
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Oct 7
Measure Cost per Handled Enquiry: A Small Logging Pattern for LLM Workflows
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ai
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llm
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logging
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python
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2 min read
The AI Engineer Job Description Is a Lie. Here's What the Role Actually Is.
AI Bug Slayer 🐞
AI Bug Slayer 🐞
AI Bug Slayer 🐞
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Oct 7
The AI Engineer Job Description Is a Lie. Here's What the Role Actually Is.
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aiagents
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ai
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llm
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webdev
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4 min read
How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup
AI Bug Slayer 🐞
AI Bug Slayer 🐞
AI Bug Slayer 🐞
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Oct 7
How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup
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aiagents
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ai
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4 min read
Shorten JSON Diff Time in AI Agents
unitstack
unitstack
unitstack
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Oct 7
Shorten JSON Diff Time in AI Agents
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agents
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ai
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mcp
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3 min read
How to Add Chinese NLP to Your AI Agent in 5 Minutes
leonmch
leonmch
leonmch
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Oct 11
How to Add Chinese NLP to Your AI Agent in 5 Minutes
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ai
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llm
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mcp
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nlp
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4 min read
Most Multi-Agent Systems Should Be One Agent With Better Tools
Jason Lau
Jason Lau
Jason Lau
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Oct 7
Most Multi-Agent Systems Should Be One Agent With Better Tools
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agents
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multiagent
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llm
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harness
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15 min read
Durable Objects Are Your Agent's Memory — If You Design Them Like a Database
Ayraix
Ayraix
Ayraix
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Oct 11
Durable Objects Are Your Agent's Memory — If You Design Them Like a Database
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ai
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agents
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llm
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8 min read
KV Cache Quantization in LLM Serving: FP8 and INT8 Tradeoffs, the Silent config.json Trap, and How to Measure It Fairly
AI Tech News
AI Tech News
AI Tech News
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Oct 6
KV Cache Quantization in LLM Serving: FP8 and INT8 Tradeoffs, the Silent config.json Trap, and How to Measure It Fairly
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llm
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vllm
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performance
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devops
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7 min read
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