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Tool Schema Drift: The Silent Failure Mode in Production Agentic Systems
Tae Kim
Tae Kim
Tae Kim
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Jul 22
Tool Schema Drift: The Silent Failure Mode in Production Agentic Systems
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aiagents
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python
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tooluse
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llm
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4 min read
I built a Python obfuscator that keeps production traces debuggable
Rong Zhu
Rong Zhu
Rong Zhu
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Jul 22
I built a Python obfuscator that keeps production traces debuggable
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python
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opensource
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security
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claudecode
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3 min read
What I added next to payapp and reconmatch
SybilGambleyyu
SybilGambleyyu
SybilGambleyyu
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Jul 22
What I added next to payapp and reconmatch
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python
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accounting
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construction
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opensource
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1 min read
I built a coding agent in ~970 lines of Python and benchmarked it honestly
Troy Lorents
Troy Lorents
Troy Lorents
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Jul 21
I built a coding agent in ~970 lines of Python and benchmarked it honestly
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ai
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python
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llm
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opensource
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8 min read
payapp: stop losing money to progress-billing spreadsheet math
SybilGambleyyu
SybilGambleyyu
SybilGambleyyu
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Jul 22
payapp: stop losing money to progress-billing spreadsheet math
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python
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opensource
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construction
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productivity
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2 min read
Options Greeks Explained: Delta, Gamma, Theta, Vega — With Python Code
Amit Kumar Jha
Amit Kumar Jha
Amit Kumar Jha
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Jul 22
Options Greeks Explained: Delta, Gamma, Theta, Vega — With Python Code
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career
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finance
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python
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tutorial
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4 min read
从FROST到FROST-SOP:如何用家族治理模型打造你的"AI分身"?
llimage
llimage
llimage
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Jul 22
从FROST到FROST-SOP:如何用家族治理模型打造你的"AI分身"?
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python
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agents
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ai
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opensource
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2 min read
reconmatch: offline transaction matching for people who reconcile for a living
SybilGambleyyu
SybilGambleyyu
SybilGambleyyu
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Jul 22
reconmatch: offline transaction matching for people who reconcile for a living
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python
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accounting
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opensource
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finance
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2 min read
How We Translate Entire Books with LLMs Without Losing Context
龚旭东
龚旭东
龚旭东
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Jul 22
How We Translate Entire Books with LLMs Without Losing Context
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python
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ai
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webdev
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tutorial
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6 min read
The Model Didn't Change. A Parameter Disappeared. Thousands of Pipelines Broke.
Vinicius Fagundes
Vinicius Fagundes
Vinicius Fagundes
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Jul 22
The Model Didn't Change. A Parameter Disappeared. Thousands of Pipelines Broke.
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ai
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data
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dataengineering
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python
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2 min read
Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines
Agentic Drifter
Agentic Drifter
Agentic Drifter
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Jul 22
Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines
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llm
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swebench
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python
#
machinelearning
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2 min read
The Silent Vector Contamination Bug: Why Your Concurrent Embeddings Might Be Lying to You
Mikhail
Mikhail
Mikhail
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Jul 21
The Silent Vector Contamination Bug: Why Your Concurrent Embeddings Might Be Lying to You
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machinelearning
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python
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rag
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openvino
1
reaction
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4 min read
Three site-list UX improvements: instant completion feedback, error highlighting, and auto-deselect
Susumu Takahashi
Susumu Takahashi
Susumu Takahashi
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Jul 22
Three site-list UX improvements: instant completion feedback, error highlighting, and auto-deselect
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python
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webdev
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programming
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3 min read
Use ai-agent-book as a Lab Manual, Not a 12,000-Star Reading List
Alex Chen
Alex Chen
Alex Chen
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Jul 22
Use ai-agent-book as a Lab Manual, Not a 12,000-Star Reading List
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beginners
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ai
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python
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opensource
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2 min read
Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max
Nariaki Wada
Nariaki Wada
Nariaki Wada
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Jul 22
Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max
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python
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pytorch
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llm
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applesilicon
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7 min read
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