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Build a Pricing-Aware Request Queue for AI Gateways Most AI cost controls are added after dispatch. A request enters the gateway, the SDK p
A 429 Is a Signal, Not a Suggestion: Build a Retry Ladder for Free Endpoints Retries are a schedule, not a reflex. A free model endpoint re
Level 7 of nine in Project Arc Rector - an agentic RAG stack built from free, self-hostable parts, one swappable level at a time. Level 6 was ingestio
Level 0 of Arc Ops made a retried tool call safe to repeat. This level is about what happens next, which is that it gets repeated - by every client at
"Rewritten for the medium, not truncated to fit it" is a slogan until something measures it. So the repo ships truncation as a first-class strategy -
A KV cache is not an approximation. Under causal attention, appending a token cannot move an earlier position's residual stream, keys or values - meas
Extract Job Listings from Indeed — Python Tutorial 2026 Indeed is the world's largest job search engine with 250M+ monthly visitors. Here's
Every column in every dataset is a recording, and the recording is not the thing. Write w = x + u: you fit on w, the world runs on x. The textbook con
I want to be upfront about something: this whole project runs on free Kaggle T4 notebooks, an AWS EC2 t3.micro relay that costs almost nothing, and pu
Python is a perfect language for Agile development, where requirements might change on the go. Especially if you are in a startup business, you will n
Have you ever wondered how a computer can recognize a handwritten number, predict whether an email is spam, recommend a video, or understand a sentenc
Test your understanding of Git basics for Python projects, including commits, the staging area, branches, merges, and working with remote repos.
Why do AI systems silently fail? How can you set up a system that produces results while also reviewing and validating the work? This week on the show
Most of the data you work with is really about relationships. A customer belongs to an account. An incident affects a service. An engineer owns a repo
Build a Pricing Source-of-Truth Gate for AI Agent SDKs AI agent SDKs often hide pricing in the wrong place. The model string is in code. T
Pulling remote startup jobs with real salary and equity numbers attached is harder than it should be. Wellfound, the site formerly known as AngelList
Short answer: use chat completions with a strict JSON schema, validate the returned object in your service, and retry once with the original text plus
Extract Job Listings from Indeed — Python Tutorial 2026 Indeed is the world's largest job search engine with 250M+ monthly visitors. Here's
Introduction Over the past few months, I had the opportunity to take part in the development of UNIFIT, a platform built for the health and wellnes
28 API Endpoints for OSINT + Crypto Intelligence — Free to Try What I Built A REST API that combines OSINT intelligence and cryp