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How to test an LLM agent: traces, budgets and an eval gate in CI (Python)
Mohd Yusuf Khan
Mohd Yusuf Khan
Mohd Yusuf Khan
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Nov 2
How to test an LLM agent: traces, budgets and an eval gate in CI (Python)
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ai
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python
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llm
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testing
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5 min read
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What's the right shape for an API trial: one lump of credit, or a small daily allowance?
nRouter
nRouter
nRouter
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Nov 2
What's the right shape for an API trial: one lump of credit, or a small daily allowance?
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discuss
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api
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ai
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llm
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1 min read
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Hallucination Is a Design Problem, Not a Model Problem
RWaltz Software
RWaltz Software
RWaltz Software
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Nov 2
Hallucination Is a Design Problem, Not a Model Problem
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ai
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architecture
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llm
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6 min read
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Prompt caching: same agent, same rules, about a quarter of the bill
Guillermo Baigorria
Guillermo Baigorria
Guillermo Baigorria
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Nov 2
Prompt caching: same agent, same rules, about a quarter of the bill
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ai
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llm
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agents
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architecture
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7 min read
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Why UI Tests Break Every Sprint (and What an AI Testing Agent Changes)
vivek
vivek
vivek
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Nov 2
Why UI Tests Break Every Sprint (and What an AI Testing Agent Changes)
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ai
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llm
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security
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testing
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3 min read
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Memdoor: How a Team of 5 Qwen‑3.8‑27B Models Beats Fable‑5 on LiveCodeBench Hard
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Nov 2
Memdoor: How a Team of 5 Qwen‑3.8‑27B Models Beats Fable‑5 on LiveCodeBench Hard
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ai
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llm
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mlops
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4 min read
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What is AI red teaming? A practical guide for security teams
Barsha Devi
Barsha Devi
Barsha Devi
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Nov 2
What is AI red teaming? A practical guide for security teams
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security
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ai
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llm
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cybersecurity
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8 min read
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My self-modifying system tried to wire a gate-passing module into its own protection enforcer. It was refused three times.
Maciej “Nocka” T
Maciej “Nocka” T
Maciej “Nocka” T
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Nov 2
My self-modifying system tried to wire a gate-passing module into its own protection enforcer. It was refused three times.
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ai
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llm
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security
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agents
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4 min read
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Your tool descriptions are prompts: how to write tools LLM agents actually use correctly
M.T.Ramkrushna
M.T.Ramkrushna
M.T.Ramkrushna
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Nov 2
Your tool descriptions are prompts: how to write tools LLM agents actually use correctly
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ai
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llm
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agents
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programming
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5 min read
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We read 202,073 UK job adverts with an LLM: 1 in 6 from visa-sponsor employers rule out sponsorship
Baris Asa
Baris Asa
Baris Asa
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Nov 2
We read 202,073 UK job adverts with an LLM: 1 in 6 from visa-sponsor employers rule out sponsorship
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datascience
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llm
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career
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analytics
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2 min read
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AI code review: what the papers and tools say, compared to my skill
Odilon HUGONNOT
Odilon HUGONNOT
Odilon HUGONNOT
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Nov 2
AI code review: what the papers and tools say, compared to my skill
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codereview
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claudecode
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llm
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skills
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9 min read
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Our evaluation agent draws charts, but never writes the numbers
Nicolai Bohn
Nicolai Bohn
Nicolai Bohn
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Nov 2
Our evaluation agent draws charts, but never writes the numbers
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ai
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llm
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agents
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opensource
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3 min read
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Stored Prompt Injection Through the API Gateway: The Attack Lives in the Gap Between Two Authorized Calls
Cor E
Cor E
Cor E
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Nov 2
Stored Prompt Injection Through the API Gateway: The Attack Lives in the Gap Between Two Authorized Calls
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security
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ai
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llm
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appsec
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5 min read
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Beam AI Model Leaked All Of My API Keys - Result Of Replacing Engineers
Sumama-Jameel
Sumama-Jameel
Sumama-Jameel
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Nov 2
Beam AI Model Leaked All Of My API Keys - Result Of Replacing Engineers
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ai
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llm
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coding
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machinelearning
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 reactions
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3 min read
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The Scariest Part of "Skynet Mode" Is Your Own Unauthenticated Endpoint
Cor E
Cor E
Cor E
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Nov 2
The Scariest Part of "Skynet Mode" Is Your Own Unauthenticated Endpoint
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security
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ai
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llm
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cybersecurity
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3 min read
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