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My AI Read a JSON File from Disk 900 Times in a Loop (And Why No Linter Can Save You)
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
My AI Read a JSON File from Disk 900 Times in a Loop (And Why No Linter Can Save You)
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ai
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llm
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performance
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swift
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6 min read
Why 99% of What You Send to Claude Is Already Cached
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Why 99% of What You Send to Claude Is Already Cached
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llm
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claude
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anthropic
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infrastructure
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7 min read
Running Local AI Models for Free: A Step-by-Step Guide with Python
Naimul Karim
Naimul Karim
Naimul Karim
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May 1
Running Local AI Models for Free: A Step-by-Step Guide with Python
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ai
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llm
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python
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tutorial
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1 min read
I'm paying $15 per million tokens to write 'fix: typo'
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
I'm paying $15 per million tokens to write 'fix: typo'
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swift
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appleintelligence
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git
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llm
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7 min read
Why My CLI Output Isn't XML (And How I Ended Up Reinventing TOON Without Knowing It)
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Why My CLI Output Isn't XML (And How I Ended Up Reinventing TOON Without Knowing It)
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llm
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cli
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rust
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tokens
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6 min read
BitForge: Run LLMs on Microcontrollers
Aman Sachan
Aman Sachan
Aman Sachan
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Apr 30
BitForge: Run LLMs on Microcontrollers
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llm
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esp32
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iot
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python
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1 min read
Your Mac Has a Free LLM and You're Not Using It
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Your Mac Has a Free LLM and You're Not Using It
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swift
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appleintelligence
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llm
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macos
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5 min read
BitForge: Run LLMs on Microcontrollers
Aman Sachan
Aman Sachan
Aman Sachan
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Apr 30
BitForge: Run LLMs on Microcontrollers
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llm
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esp32
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iot
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python
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1 min read
150 Lines of Apologies Removed
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
150 Lines of Apologies Removed
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ai
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llm
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cli
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rust
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6 min read
Adversarial Programming: When Your AI Copilot Invents APIs
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Adversarial Programming: When Your AI Copilot Invents APIs
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ai
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llm
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rust
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testing
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7 min read
The Prompt Caching Mistake That's Costing You 70% More Than You Need to Pay
Parag Darade
Parag Darade
Parag Darade
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Apr 30
The Prompt Caching Mistake That's Costing You 70% More Than You Need to Pay
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ai
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llm
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rag
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machinelearning
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4 min read
33,000 lines of XML to tell you heavyWork() is slow: how I tamed xctrace for LLMs
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
33,000 lines of XML to tell you heavyWork() is slow: how I tamed xctrace for LLMs
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xctrace
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instruments
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profiling
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llm
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5 min read
Role tells AI who to be. capability tells AI what to use.
synthaicode
synthaicode
synthaicode
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Apr 30
Role tells AI who to be. capability tells AI what to use.
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ai
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architecture
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agentskills
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llm
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3 min read
Can your AI model smell bullsh1t? BullshitBench has the receipts.
Andrew Kew
Andrew Kew
Andrew Kew
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Apr 30
Can your AI model smell bullsh1t? BullshitBench has the receipts.
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discuss
#
ai
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llm
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machinelearning
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3 min read
Five Nonexistent Experts Review Your Startup Before You Build It
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Five Nonexistent Experts Review Your Startup Before You Build It
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ai
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llm
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startup
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mvp
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8 min read
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