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I Ported a Python Library to Rust. All 1,059 Original Tests Passed — and It Was Still Broken.
Shivharakh
Shivharakh
Shivharakh
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Aug 9
I Ported a Python Library to Rust. All 1,059 Original Tests Passed — and It Was Still Broken.
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rust
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python
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portmortem
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hackathonraptors
15
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2
 comments
9 min read
Phase 7b — Bolting On the AI: An LLMCategorizer Behind the Same Door (with Caching, a Fallback, and Six Model Names)
Azhar Alvi
Azhar Alvi
Azhar Alvi
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Aug 9
Phase 7b — Bolting On the AI: An LLMCategorizer Behind the Same Door (with Caching, a Fallback, and Six Model Names)
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ai
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architecture
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llm
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python
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3
 comments
12 min read
Hello DEV, I build ops for AI agent fleets
pranav-afk
pranav-afk
pranav-afk
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Jul 20
Hello DEV, I build ops for AI agent fleets
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ai
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devtools
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python
1
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3
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2 min read
You saved $80K self-hosting Spark. It cost you $400K.
Vinicius Fagundes
Vinicius Fagundes
Vinicius Fagundes
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Jul 6
You saved $80K self-hosting Spark. It cost you $400K.
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ai
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python
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data
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dataengineering
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6 min read
Lessons from building a free transcription tool that actually handles long videos
PawmelMeller
PawmelMeller
PawmelMeller
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Jul 6
Lessons from building a free transcription tool that actually handles long videos
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showdev
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webdev
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python
#
ai
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1 min read
How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story
Alex Chen
Alex Chen
Alex Chen
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Jul 6
How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story
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python
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programming
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api
#
deepseek
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8 min read
UCE-8: fitting the world's living scripts into two bytes
Erdene-Ochir Sh
Erdene-Ochir Sh
Erdene-Ochir Sh
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Aug 9
UCE-8: fitting the world's living scripts into two bytes
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unicode
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python
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programming
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performance
2
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11 min read
Prototype a DIY Solid‑State Intelligence Module for Home Automation
RobustTrueTry
RobustTrueTry
RobustTrueTry
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Aug 10
Prototype a DIY Solid‑State Intelligence Module for Home Automation
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python
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ai
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automation
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3 min read
We Built a Laser Displacement Sensor Test Rig for Stepper Motor QC
tbphp Precision Tech
tbphp Precision Tech
tbphp Precision Tech
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Jul 6
We Built a Laser Displacement Sensor Test Rig for Stepper Motor QC
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arduino
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embedded
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iot
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python
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4 min read
I graded my own ML option forecasts. Here's the Brier score.
connerlambden
connerlambden
connerlambden
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Jul 6
I graded my own ML option forecasts. Here's the Brier score.
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machinelearning
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statistics
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opensource
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python
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2 min read
Splitting Planning and Execution in a Claude Code and DeepSeek Pipeline
Heitor Vasconcelos
Heitor Vasconcelos
Heitor Vasconcelos
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Jul 6
Splitting Planning and Execution in a Claude Code and DeepSeek Pipeline
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python
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ai
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automation
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cli
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5 min read
I Cut My OpenAI Bill by 97.5% — Here's My Migration Data
swift
swift
swift
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Jul 6
I Cut My OpenAI Bill by 97.5% — Here's My Migration Data
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ai
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deepseek
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tutorial
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python
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9 min read
AI CLI Tools Are Eating Each Other's Lunch
Tracepilot
Tracepilot
Tracepilot
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Jul 6
AI CLI Tools Are Eating Each Other's Lunch
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ai
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debugging
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python
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3 min read
"My MCP Server's Two Credential Checks Were Flagged Missing Five Days Ago. Nobody Fixed Them."
Enjoy Kumawat
Enjoy Kumawat
Enjoy Kumawat
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Aug 9
"My MCP Server's Two Credential Checks Were Flagged Missing Five Days Ago. Nobody Fixed Them."
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python
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debugging
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mcp
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devtools
2
 reactions
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4
 comments
4 min read
When AI Agents Ship Code: A Protocol for Verifiable Execution
dengyier
dengyier
dengyier
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Aug 8
When AI Agents Ship Code: A Protocol for Verifiable Execution
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python
#
ai
#
opensource
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agents
4
 reactions
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18
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5 min read
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