Recent posts tagged python

DuchessCodes • 4 days • in Articles • 2 min read

Will AI Replace Developers? I Spent Two Weeks Finding Out

So I kept asking myself… are we using AI the right way? Everywhere I look, someone is saying AI will take developer jobs. Someone else is saying it's just hype. And in the middle of all that noise, most of us are quietly pasting prompts into a chat ...

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Avneet • 12 minutes • in Articles • 8 min read

Moving from Claude Sonnet 4.6 to 5.5 on Bedrock: What Broke, What Changed, and What It Cost

I recently moved a structured-extraction pipeline from Claude Sonnet 4.6 to Sonnet 5.5 on Amazon Bedrock. On paper it is a model ID change: the same family, a lower price per token, better benchmark scores. In practice, some requests that worked on 4...

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Reigen • 4 hours • in Tutorials • 5 min read

Building a Stealth Web Ingestion Microservice for AI Agents in Python

> ⚡ TL;DR — Ready-to-Deploy Automation Blueprints: > - 🚀 Turnkey Production Package This Guide: Instant Access on Whophttps://whop.com/mr-studio-7faa/advanced-web-ingestion-api-for-ai-agents-python-engine | Download on Gumroadhttps://mannyverse767.gu...

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Jen Zhang • 23 hours • in Articles • 2 min read

Can Automation Really Save Developers Time, or Does It Create More Work?

There is a small problem that almost every developer eventually faces: doing the same task again and again. It might be checking whether an API is responding, collecting information from different websites, updating records, sending notifications, o...

1 Reactions 0 Comments

Thordata • 1 day • in Articles • 3 min read

Your Scraper Isn't Blocked. You Just Can't See Where It Broke.

Every scraping team I've worked with has the same first reflex when row counts drop: blame the network. Add retries. Raise concurrency. Swap the network layer. Then a week later the rows are still missing, and nobody can say which of those changes he...

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orcalayer • 1 day • in Articles • 2 min read

Our Polymarket news bot backtest showed t = 10. It was look-ahead bias

We tested four ways to trade news on Polymarket in 2026, on non-sports event markets: a 5-second bot, following a move a minute late, copying wallets that were early on past news, and copying fresh wallets that agree. None made money. The full result...

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Ken W. Algerverified • 2 days • in Articles • 12 min read

A Word List Tied the Model

I tried to find out which of my comments mattered. The answer was not the one I built for. A few weeks ago I pulled nine years of my own DEV data out of the API, mostly to chart which posts had moved my follower count. The numbers were not what I ex...

2 Reactions 3 Comments

YurkoFlisk • 1 day • in Articles • 2 min read

Your API Is Returning the Correct Data, So Why Is the Application Still Slow?

Sometimes an API returns exactly what the client requested, passes all its tests, and produces no errors. Yet users still complain that the application feels slow. Where should we look? It's tempting to blame the database immediately. But backend p...

4 Reactions 1 Comments

Hardik Goel • 1 day • in Articles • 1 min read

He Put One Function Between 40 Agents and the Model That Reads Them. Cost Fell 86%.

A builder wired forty Claude Haiku workers into one Claude Sonnet report-writer, watched the bill land on the wrong line item, and fixed it with thirty lines of Python A post went round this week from a builder running a fan-out research pipeline: f...

2 Reactions 2 Comments

grinch • 1 day • in Articles • 2 min read

The Hidden Cost of Automating Everything Without Thinking About Failure

Automation is great until the day it does something wrong hundreds of times faster than a human could. Imagine a small script that processes Excel files every morning. It reads customer records, updates a database, generates reports, and sends notif...

2 Reactions 1 Comments

John Millikin • 2 days • in Articles • 2 min read

Why Do Small Automation Tasks Become Big Problems When Data Changes?

A Python script can work perfectly for weeks and then suddenly start producing incorrect results. Sometimes nothing has changed in the code. The problem is simply that the input data looks a little different. Maybe an Excel column has been renamed, ...

2 Reactions 1 Comments

Jakub Neruda • 2 days • in Articles • 1 min read

Tuesday Coding Tip 30 — Mutability in Python

Tuesday coding tips are super short posts about various tidbits mainly from C++, but also from other programming languages I use. You can also follow the #TuesdayCodingTips hashtag on Mastodon and Linkedin. Mutability in Python is a hidden footgun f...

4 Reactions 2 Comments

HakoneMatate • 2 days • in Articles • 2 min read

Is Python Still the Best First Programming Language to Learn in 2026?

If someone asked me to recommend just one programming language to start with in 2026, Python would still be high on my list. But I think there is an interesting discussion behind that choice. We have more languages, frameworks, AI coding assistants,...

6 Reactions 3 Comments

Goofy • 2 days • in Articles • 4 min read

How to Automate a Workflow Without Making the Problem Bigger

Automation sounds simple at first. You find a repetitive task, write a script, connect an API, and let the computer handle the work. Something that previously took an hour might take only a few seconds. But there's a problem developers sometimes ov...

3 Reactions 1 Comments

VEACESLAV • 2 days • in Articles • 9 min read

Stop invoking the whole graph to test one node: unit tests and checkpoints for my LangGraph agent

After part 3, my LangGraph graph worked. It also had exactly one test: run it, look at the verdict, shrug. Every edit to judgenode meant rerunning the whole graph and hoping the retries would still stop after three calls, and hope is a lousy CI stage...

3 Reactions 2 Comments

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Recent posts tagged python

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