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48-Hour Field Notes: The Free Box Restarted, So I Made Every Model Call a File on Disk

48-Hour Field Notes: The Free Box Restarted, So I Made Every Model Call a File on Disk

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6 min read
Pin the Order, Not Just the Value: an Interaction Ledger for Messy-Repo Refactors

Pin the Order, Not Just the Value: an Interaction Ledger for Messy-Repo Refactors

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6 min read
67% more tokens/s on an RTX PRO 4000 Blackwell SFF: why prefill, decode and ABBA controls told different stories

67% more tokens/s on an RTX PRO 4000 Blackwell SFF: why prefill, decode and ABBA controls told different stories

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8 min read
Siesta: a post planner that tells you when to go back to sleep

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

Siesta: a post planner that tells you when to go back to sleep

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4 min read
I asked eight models which clubs footballers played for

I asked eight models which clubs footballers played for

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6 min read
Deploying FastAPI + PostgreSQL to a single VPS with Docker Compose: HTTPS, backups and rollbacks without Kubernetes

Deploying FastAPI + PostgreSQL to a single VPS with Docker Compose: HTTPS, backups and rollbacks without Kubernetes

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6 min read
Finding UK importers of a product by HS code with HMRC's open data

Finding UK importers of a product by HS code with HMRC's open data

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4 min read
Your Eval Suite Has a Flake Rate: Gating LLM Changes on Paired, Powered Tests

Your Eval Suite Has a Flake Rate: Gating LLM Changes on Paired, Powered Tests

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3 min read
We rebuilt our Kalshi API starter from its own prompt. Live data found five bugs.

We rebuilt our Kalshi API starter from its own prompt. Live data found five bugs.

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12 min read
How to get Reddit data in 2026 now that the API is closed

How to get Reddit data in 2026 now that the API is closed

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3 min read
Multi-Class Log Loss Explained: Math, MLE & Python Code

Multi-Class Log Loss Explained: Math, MLE & Python Code

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5 min read
URL Encoder / Decoder: Why My Report Link Lost Half Its Query String (and the Percent-Encoding Fix in Python, Node, and the Browser)

URL Encoder / Decoder: Why My Report Link Lost Half Its Query String (and the Percent-Encoding Fix in Python, Node, and the Browser)

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5 min read
vLLM Speculative Decoding: 1.8x Faster Alone, Slower at 32 Users

vLLM Speculative Decoding: 1.8x Faster Alone, Slower at 32 Users

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7 min read
Validate a ratio before formatting it as a percentage

Validate a ratio before formatting it as a percentage

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2 min read
1,115 more DRAT proofs: Proposition 39 on the way to A(8) <= 10

1,115 more DRAT proofs: Proposition 39 on the way to A(8) <= 10

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10 min read
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