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Needle 2: the 14 MB agentic model, tested properly
cognitalk
cognitalk
cognitalk
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Aug 26
Needle 2: the 14 MB agentic model, tested properly
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agents
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ai
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llm
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machinelearning
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1 min read
What Hermes Agent Gets Right About Long Running Agents
Paul Crinigan
Paul Crinigan
Paul Crinigan
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Aug 25
What Hermes Agent Gets Right About Long Running Agents
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ai
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opensource
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agents
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productivity
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3 min read
How I built a kernel-enforced sandbox for LLM agent tool calls
Padmaja Kotoky
Padmaja Kotoky
Padmaja Kotoky
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Aug 25
How I built a kernel-enforced sandbox for LLM agent tool calls
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linux
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security
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cpp
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agents
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3 min read
Passing Once Isn't Reliable — This Week's Agent Engineering Puts the Harness Before the Model
Felipe 0liveira
Felipe 0liveira
Felipe 0liveira
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Aug 25
Passing Once Isn't Reliable — This Week's Agent Engineering Puts the Harness Before the Model
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agents
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ai
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llm
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softwareengineering
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6 min read
"Agent Memory" Means Two Different Things, and Answer Engines Hand You the Wrong One
Edward Izgorodin
Edward Izgorodin
Edward Izgorodin
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Aug 26
"Agent Memory" Means Two Different Things, and Answer Engines Hand You the Wrong One
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ai
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agents
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mcp
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llm
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4 min read
The spread: how an AI agent makes money by buying answers, not writing them
Kaven C
Kaven C
Kaven C
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Aug 25
The spread: how an AI agent makes money by buying answers, not writing them
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agents
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web3
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opensource
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3 min read
The Flaky Test That Only Failed After the Model Swap: A Debugging Retrospective
Sam Yang
Sam Yang
Sam Yang
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Aug 25
The Flaky Test That Only Failed After the Model Swap: A Debugging Retrospective
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ai
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debugging
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testing
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agents
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4 min read
Stop Blaming the Model When Your Agent Repeats the Same Mistake
Dakota Wu
Dakota Wu
Dakota Wu
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Aug 25
Stop Blaming the Model When Your Agent Repeats the Same Mistake
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ai
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agents
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llm
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python
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5 min read
xenarchos: a confirmed, sandboxed, auditable skill runner built on two open-source dependencies
Padmaja Kotoky
Padmaja Kotoky
Padmaja Kotoky
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Aug 25
xenarchos: a confirmed, sandboxed, auditable skill runner built on two open-source dependencies
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python
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linux
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agents
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opensource
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3 min read
The AI Followed the Instructions. The Documentation Still Fell Apart.
joyrswd
joyrswd
joyrswd
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Aug 25
The AI Followed the Instructions. The Documentation Still Fell Apart.
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agents
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5 min read
Architecting for Reliability: The Role of Message Brokers in Multi-Agent AI
Ayas Hussein
Ayas Hussein
Ayas Hussein
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Aug 25
Architecting for Reliability: The Role of Message Brokers in Multi-Agent AI
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agents
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architecture
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rag
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systemdesign
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2 min read
Four Things I Don't Let the Agent Decide
Denis Morozov
Denis Morozov
Denis Morozov
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Aug 25
Four Things I Don't Let the Agent Decide
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ai
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thefactory
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agents
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productivity
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5 min read
Building a framework-agnostic eval harness for LLM agents
Padmaja Kotoky
Padmaja Kotoky
Padmaja Kotoky
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Aug 25
Building a framework-agnostic eval harness for LLM agents
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python
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agents
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testing
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opensource
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3 min read
Why Your OpenAPI Spec Isn't Enough for AI Agents
Paul Spread
Paul Spread
Paul Spread
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Aug 25
Why Your OpenAPI Spec Isn't Enough for AI Agents
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ai
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api
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openapi
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agents
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6 min read
AI Agents vs. Agentic AI: Moving from Task-Execution to Autonomous Reasoning
Time Pass
Time Pass
Time Pass
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Aug 25
AI Agents vs. Agentic AI: Moving from Task-Execution to Autonomous Reasoning
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ai
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agents
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machinelearning
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2 min read
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