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Anthropic cuts API costs with Opus 5 as rivals unite to defend open weights
Sivaram
Sivaram
Sivaram
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Jul 25
Anthropic cuts API costs with Opus 5 as rivals unite to defend open weights
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news
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7 min read
I benchmarked Claude Code skills against a placebo — and half of mine failed
JinHyuk Sung
JinHyuk Sung
JinHyuk Sung
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Jul 24
I benchmarked Claude Code skills against a placebo — and half of mine failed
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ai
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claude
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testing
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4 min read
An append-only audit log caught two accounting bugs in a 216-star usage tracker
Li Zhuojun
Li Zhuojun
Li Zhuojun
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Jul 25
An append-only audit log caught two accounting bugs in a 216-star usage tracker
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observability
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opensource
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6 min read
Building Reliable LLM Applications in Python
Puneet Gupta
Puneet Gupta
Puneet Gupta
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Jul 4
Building Reliable LLM Applications in Python
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python
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5 min read
Before you run the AI debate 200 times, measure the die — temperature diversity vs. vendor diversity
Ryosuke Matsuzaki
Ryosuke Matsuzaki
Ryosuke Matsuzaki
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Jul 24
Before you run the AI debate 200 times, measure the die — temperature diversity vs. vendor diversity
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ai
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agents
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2
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5 min read
The Ruler Made of Itself
Nick Meinhold
Nick Meinhold
Nick Meinhold
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Jul 4
The Ruler Made of Itself
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evaluation
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9 min read
I built a small library so my LLM agent stops double-charging people
vsangaraju
vsangaraju
vsangaraju
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Jul 24
I built a small library so my LLM agent stops double-charging people
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7 min read
The 'You Decide' Reflex: Blocking AI-Agent Decision Punting with a Stop Hook
John
John
John
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Jul 16
The 'You Decide' Reflex: Blocking AI-Agent Decision Punting with a Stop Hook
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productivity
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8 min read
I spent two weeks optimizing 96GB of VRAM for local LLMs. Paid APIs still won.
Andre Zaiats
Andre Zaiats
Andre Zaiats
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Jun 20
I spent two weeks optimizing 96GB of VRAM for local LLMs. Paid APIs still won.
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ai
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hardware
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2 min read
How I reduced AI coding context by 95%
Alex
Alex
Alex
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Jul 23
How I reduced AI coding context by 95%
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mcp
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3 min read
Catch LLM multi-hop hallucinations with zero extra tokens
Alex
Alex
Alex
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Jul 4
Catch LLM multi-hop hallucinations with zero extra tokens
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python
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5 min read
Put the LLM last: I replaced a 7B model with a tiny Go classifier
Jules Robineau
Jules Robineau
Jules Robineau
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Jul 23
Put the LLM last: I replaced a 7B model with a tiny Go classifier
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go
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machinelearning
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5
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7 min read
You Recorded the Incident. Now Prove Your Fix Actually Works.
Tisha Chawla
Tisha Chawla
Tisha Chawla
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Jul 22
You Recorded the Incident. Now Prove Your Fix Actually Works.
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testing
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machinelearning
22
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18
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6 min read
Stop Wasting Tokens: How to structure Claude.md for complex codebases.
Akshaya Kumar T
Akshaya Kumar T
Akshaya Kumar T
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Jun 20
Stop Wasting Tokens: How to structure Claude.md for complex codebases.
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10 min read
Orchestrating AI: LangChain Framework Abstraction vs. Pure Native Code
Ingit Bhatnagar
Ingit Bhatnagar
Ingit Bhatnagar
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Jun 21
Orchestrating AI: LangChain Framework Abstraction vs. Pure Native Code
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5 min read
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