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The Hardest System I Ever Built Was for Patients Who Could Not Afford for It to Fail
Cover image for The Hardest System I Ever Built Was for Patients Who Could Not Afford for It to Fail

The Hardest System I Ever Built Was for Patients Who Could Not Afford for It to Fail

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8 min read
Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught me

Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught me

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6 min read
I Rewrote a OneNote MCP Server in TypeScript — Here's What I Learned About Microsoft Graph Auth

I Rewrote a OneNote MCP Server in TypeScript — Here's What I Learned About Microsoft Graph Auth

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5 min read
The Rubric Line That Sent Me Down a Three-Layer Debugging Rabbit Hole

The Rubric Line That Sent Me Down a Three-Layer Debugging Rabbit Hole

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5 min read
I Learned Go by Hacking Kubernetes RBAC Security (And Nearly Quit 5 Times)

I Learned Go by Hacking Kubernetes RBAC Security (And Nearly Quit 5 Times)

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7 min read
Browser OS Redefined: The Desktop Metaphor Doesn't Quite Fit a 5" Screen Browser

Browser OS Redefined: The Desktop Metaphor Doesn't Quite Fit a 5" Screen Browser

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4 min read
I built a storefront that works with zero API keys, and it made the code better

I built a storefront that works with zero API keys, and it made the code better

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5 min read
Google Trends will 429 you into the ground — here's how I got past it

Google Trends will 429 you into the ground — here's how I got past it

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5 min read
My Solana Program Launch Checklist (Written the Day After I Actually Did It)

My Solana Program Launch Checklist (Written the Day After I Actually Did It)

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6 min read
Taint vs. Heuristic Detection: The Difference Between a Proof and a Hunch

Taint vs. Heuristic Detection: The Difference Between a Proof and a Hunch

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7 min read
Phase 4: Retrieval Quality & Grounded Answers

Phase 4: Retrieval Quality & Grounded Answers

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12 min read
I built an AI dev harness that isn't allowed to trust itself

I built an AI dev harness that isn't allowed to trust itself

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4 min read
It Fits and It Benchmarks Well. Will It Do Your Job?

It Fits and It Benchmarks Well. Will It Do Your Job?

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4 min read
I Thought AI Needed More Reminders. The Data Said: Too Many Reminders Is Worse Than None.

I Thought AI Needed More Reminders. The Data Said: Too Many Reminders Is Worse Than None.

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3 min read
Building Production-Grade LLM Evaluation Pipelines: From Vibes to Metrics

Building Production-Grade LLM Evaluation Pipelines: From Vibes to Metrics

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5 min read
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40%

Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40%

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5 min read
GitHub Changed Its OIDC Subject Claims — and Broke My AWS Deploys for New Repos

GitHub Changed Its OIDC Subject Claims — and Broke My AWS Deploys for New Repos

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7 min read
We built an AI board of directors on Qwen. Then we asked it whether we should migrate to Qwen.

We built an AI board of directors on Qwen. Then we asked it whether we should migrate to Qwen.

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5 min read
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