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Why most LLM API usage is quietly inefficient
Joshua Chukwu
Joshua Chukwu
Joshua Chukwu
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May 4
Why most LLM API usage is quietly inefficient
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ai
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webdev
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programming
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llm
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4 min read
Qwen sky proof: compressed memory made a tiny model behave better — with the receipts
Aman Sachan
Aman Sachan
Aman Sachan
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May 4
Qwen sky proof: compressed memory made a tiny model behave better — with the receipts
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ai
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python
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benchmarking
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1 min read
We Built an AI CFO With $30B in Connected Assets. The Secret Was a Filesystem.
Shain Noor
Shain Noor
Shain Noor
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May 8
We Built an AI CFO With $30B in Connected Assets. The Secret Was a Filesystem.
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ai
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llm
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mcp
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agents
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7 min read
The 8B Model That Punches at 32B Weight
Aamer Mihaysi
Aamer Mihaysi
Aamer Mihaysi
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May 4
The 8B Model That Punches at 32B Weight
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ai
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machinelearning
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llm
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2 min read
Hermes Agent CLI cheat sheet — commands, flags, and slash shortcuts
Rost
Rost
Rost
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May 4
Hermes Agent CLI cheat sheet — commands, flags, and slash shortcuts
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cheatsheet
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hermes
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selfhosting
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llm
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8 min read
AI Isn’t “Inspired” by Human Writing. It Is Built on Unpaid Intellectual Labor
Agustin V. Startari
Agustin V. Startari
Agustin V. Startari
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May 7
AI Isn’t “Inspired” by Human Writing. It Is Built on Unpaid Intellectual Labor
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discuss
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ai
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llm
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writing
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7 min read
The "Chat" API is a Token Tax: Why we must return to Stateless Completions
Gabriela Berger
Gabriela Berger
Gabriela Berger
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May 4
The "Chat" API is a Token Tax: Why we must return to Stateless Completions
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ai
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api
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architecture
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llm
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2 min read
Behavioral Annotations: Why readonly and destructive guide LLM Planning
tercel
tercel
tercel
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May 4
Behavioral Annotations: Why readonly and destructive guide LLM Planning
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agents
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ai
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architecture
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llm
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3 min read
KODA Format: A Schema-First Data Format to Reduce LLM Token Usage ( 40%)
Om Kawale
Om Kawale
Om Kawale
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May 4
KODA Format: A Schema-First Data Format to Reduce LLM Token Usage ( 40%)
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llm
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python
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json
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ai
1
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3 min read
What Breaks When You Route LLM Traffic Across Multiple Providers (And How to Fix It)
Xidao
Xidao
Xidao
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May 4
What Breaks When You Route LLM Traffic Across Multiple Providers (And How to Fix It)
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llm
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ai
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production
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devops
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6 min read
The AI Agent Destroyed Its Mail Server to Keep a Secret
Zafer Dace
Zafer Dace
Zafer Dace
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May 3
The AI Agent Destroyed Its Mail Server to Keep a Secret
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ai
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security
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llm
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agents
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5 min read
Why front-loaded rules drift in long evaluator and agent loops
Beamlaka
Beamlaka
Beamlaka
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May 4
Why front-loaded rules drift in long evaluator and agent loops
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agents
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ai
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llm
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machinelearning
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5 min read
Using llms.txt with Cursor and Claude Code: a concrete playbook
Hiroshi Toyama
Hiroshi Toyama
Hiroshi Toyama
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May 3
Using llms.txt with Cursor and Claude Code: a concrete playbook
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ai
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cursor
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llm
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documentation
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4 min read
LangChain Is Not Magic: Why Your AI Agent Workflows Break (And How to Fix Them)
Tanvi Detroja
Tanvi Detroja
Tanvi Detroja
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May 4
LangChain Is Not Magic: Why Your AI Agent Workflows Break (And How to Fix Them)
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agents
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ai
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llm
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4 min read
Inside Chrome's / Edge's silent 4GB AI install: a complete hands-on investigation
Jacques Gariépy
Jacques Gariépy
Jacques Gariépy
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May 7
Inside Chrome's / Edge's silent 4GB AI install: a complete hands-on investigation
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ai
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javascript
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llm
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security
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87 min read
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