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How a 400-Engineer SaaS Company Cut PR-to-Production from 4.2 Days to 6.4 Hours with Claude Code Multi-Agent DevOps

How a 400-Engineer SaaS Company Cut PR-to-Production from 4.2 Days to 6.4 Hours with Claude Code Multi-Agent DevOps

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6 min read
Your Ridge Parameter Is PageRank's Damping Factor (and Why BLAS Beats GPU for Mid-Sized KRR)

Your Ridge Parameter Is PageRank's Damping Factor (and Why BLAS Beats GPU for Mid-Sized KRR)

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6 min read
Build an LLM Router with pydantic-ai: Route Prompts to the Cheapest Model

Build an LLM Router with pydantic-ai: Route Prompts to the Cheapest Model

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2 min read
How I Ship systemd Logs to CloudWatch for $0 (Django + Celery on EC2)

How I Ship systemd Logs to CloudWatch for $0 (Django + Celery on EC2)

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7 min read
slack-inbox-triage: Triage Your Slack Inbox with an AI Agent

slack-inbox-triage: Triage Your Slack Inbox with an AI Agent

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5 min read
Why I Built 50 Small Libraries Instead of One Big Agent Framework

Why I Built 50 Small Libraries Instead of One Big Agent Framework

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6 min read
I had 3,000 agent trace events in JSONL. My manager wanted them in Excel. One line.

Hermes Agent Challenge Submission: Build With Hermes Agent

I had 3,000 agent trace events in JSONL. My manager wanted them in Excel. One line.

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2 min read
llm-pii-redact: Remove PII From Prompts Before They Reach the Model

llm-pii-redact: Remove PII From Prompts Before They Reach the Model

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6 min read
NLP Video Editing Copilot

NLP Video Editing Copilot

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1 min read
Parsing Bank Statement PDFs: 5 Tools Compared for Developers (2026)

Parsing Bank Statement PDFs: 5 Tools Compared for Developers (2026)

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6 min read
Track LLM Cost Per User Request in Your Production Agent

Track LLM Cost Per User Request in Your Production Agent

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5 min read
How I Cut My Anthropic API Bill by 50% With a Local Python Tool

How I Cut My Anthropic API Bill by 50% With a Local Python Tool

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4 min read
Why random.randint(300, 850) is a bad fake credit score

Why random.randint(300, 850) is a bad fake credit score

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2 min read
I built a browser agent that plays a game by looking at pixels

I built a browser agent that plays a game by looking at pixels

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4 min read
auto-venv: Fish Shell Auto-Activates Python Virtualenvs on cd

auto-venv: Fish Shell Auto-Activates Python Virtualenvs on cd

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3 min read
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