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DEV Community • 2026-05-04 14:20

CLMA Frame Test

CLMA vs Web Chat: Putting Iterative Verification to the Test Posted on May 6, 2026 · #CLMA #MultiAgent #CodeGeneration #EventSourcing #Comparison #Python All code is open source on GitHub: github.com/kriely/CLMA This is a companion piece to Building CLMA: A Self-Verifying Multi-Agent Framework from Scratch. In that article, I described the framework. Here, I put it to the test — he...

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5m read
Real Python • 2026-05-04 14:20

A New Python Packaging Council and Other News for May 2026

A new Python Packaging Council, PEP 803 stabilizes the free-threaded ABI, the incremental GC gets reverted, and Astral changes hands.

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DEV Community • 2026-05-04 14:18

From Glue to Horizon: Our Real Journey Building an Iceberg Lakehouse on Snowflake

We set out to build an open lakehouse: Iceberg tables on AWS S3, Spark/Glue for pipelines, Snowflake for analytics compute power. What could go wrong? Everything—from query performance implosions to uncloneable dynamic tables. Here's the unfiltered journey, including why we pivoted to Snowflake-managed Iceberg via Horizon Catalog and abandoned automated dynamic tables for explicit, observable incr...

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13m read
Thoughtworks Tech Radar Vol. 34: What Actually Matters
Level Up Coding - Medium • 2026-05-04 14:18

Thoughtworks Tech Radar Vol. 34: What Actually Matters

The April 2026 radar just came out. The “Hold” ring is gone, replaced by “Caution.” The whole document tackles one question: how do you evaluate technology when AI evolves faster than you can assess it?Context Engineering Is Now FoundationalContext engineering moved to Adopt, not just as an optimization trick, but as an architectural concern. Teams are shifting from cramming everything into large ...

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3m read
Building a Collaborative Go Sandbox: Part 1 (Remote Execution)
Level Up Coding - Medium • 2026-05-04 14:17

Building a Collaborative Go Sandbox: Part 1 (Remote Execution)

pretty picture· Docker Test · Dynamic Container Creation with Moby· Writing to Code Directory· Sessions· ConclusionI wanted to build a little collaborative Go sandbox. Here is my GitHub Repo, and a demo of what I ended up with:Demo of the final projectDocker TestI played around with Sandbox approaches following guides on how to do it with Python, like this one.In short, their approach consisted of...

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6m read
Our API Was Bleeding Memory. The Culprit Was Hangfire Living Inside It
Level Up Coding - Medium • 2026-05-04 14:17

Our API Was Bleeding Memory. The Culprit Was Hangfire Living Inside It

The separation architecture that stopped the leakContinue reading on Level Up Coding »

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1m read
Microservices: The Benefits Are Real and the Challenges Are Underestimated
Level Up Coding - Medium • 2026-05-04 14:17

Microservices: The Benefits Are Real and the Challenges Are Underestimated

Every architecture pitch sounds good until you’re the one maintaining it at 2AMContinue reading on Level Up Coding »

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Database-per-Service and Polyglot Persistence: A Pattern Guide for Backend Devs
Level Up Coding - Medium • 2026-05-04 14:17

Database-per-Service and Polyglot Persistence: A Pattern Guide for Backend Devs

One database for everything is the easy choice. It’s not always the right one.Continue reading on Level Up Coding »

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SQL Coding Order vs Execution Order: Why Most Devs Write Queries Wrong
Level Up Coding - Medium • 2026-05-04 14:16

SQL Coding Order vs Execution Order: Why Most Devs Write Queries Wrong

You write SELECT first. The database runs it fourth. That gap causes more bugs than most devs realize.Continue reading on Level Up Coding »

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LLM from Scratch: The Algorithm Behind a ChatGPT Response
Level Up Coding - Medium • 2026-05-04 14:16

LLM from Scratch: The Algorithm Behind a ChatGPT Response

The Mathematical Heart of “Sense”Continue reading on Level Up Coding »

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1m read
The Geometry of Meaning in LLMs
Level Up Coding - Medium • 2026-05-04 14:16

The Geometry of Meaning in LLMs

From strings to vectorsContinue reading on Level Up Coding »

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1m read
Korean-operated vessel reports damage in Hormuz; no casualties
newest submissions : multi • 2026-05-04 14:16

Korean-operated vessel reports damage in Hormuz; no casualties

submitted by /u/Yujin-Ha to r/worldnews [link] [comments]

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1m read
The Authentication Gap: What Happens After You Prove Who You Are?
Level Up Coding - Medium • 2026-05-04 14:16

The Authentication Gap: What Happens After You Prove Who You Are?

JWT libraries solve signing. They hand you everything else.Most authentication systems solve the wrong problem completely.They focus everything on the moment of proof — the login, the password check, the OAuth handshake. Get that right and you’re done. Except you’re not. That moment is a fraction of a second in a session that might last hours, days, or weeks. What happens after the proof is where ...

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6m read
Escaping the SQL Jungle
Level Up Coding - Medium • 2026-05-04 14:15

Escaping the SQL Jungle

Bringing Software Engineering Discipline to Data TransformationsContinue reading on Level Up Coding »

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Hacker News • 2026-05-04 14:12

Show HN: Pytest plugin that classifies why your CI failed

Comments

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1m read
newest submissions : multi • 2026-05-04 14:12

Unlock PDFs on MacOS permanently. With a right click.

Got tired of inputting passwords for PDFs. Every Single Time. So built an easy-to-install utility to unlock PDF permanently. Open-source. Free. Offline. 30 seconds to install: vipulgupta2048/unlock-pdf-mac https://preview.redd.it/2sp4gqazo4zg1.png?width=588&format=png&auto=webp&s=8333b1866027addf6005caae9fb0c8fe619e89a8 submitted by /u/hammerdown000 to r/sof...

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newest submissions : multi • 2026-05-04 14:11

Iran has proposed a 14-point plan to the US to end the war within 30 days

submitted by /u/North_Reflection1796 to r/news [link] [comments]

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Over a third of children in the UK have successfully bypassed online age verification measures
newest submissions : multi • 2026-05-04 14:11

Over a third of children in the UK have successfully bypassed online age verification measures

submitted by /u/PaiDuck to r/technology [link] [comments]

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Hacker News: Front Page • 2026-05-04 14:10

How Monero's proof of work works

Article URL: https://blog.alcazarsec.com/tech/posts/how-moneros-proof-of-work-works Comments URL: https://news.ycombinator.com/item?id=48009020 Points: 14 # Comments: 0

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DEV Community • 2026-05-04 14:10

Stop Using Regex for Invoices: Use AI to Extract Line-Items in Seconds

The Nightmare of Parsing Invoices If you’ve ever tried to extract structured data from an invoice or receipt, you know exactly how painful it is. You write a perfect regular expression to extract the total amount from one vendor. It works beautifully. Then, a new vendor comes along with a slightly different format, and your regex silently fails, breaks your pipeline, and leaves you cl...

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3m read
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