AI2 days ago
Agent memory: how Claude repairs wrong notes with dreaming
Agent memory can preserve mistakes. Anthropic's transcript-backed dreaming repairs notes, while contract-page ownership and exact quotations protect facts.
News Feed
60articles · curated from global AI & Data Engineering sources
DATA ENG2 days ago
Snowflake vs BigQuery vs Redshift: How to Compare Them
Snowflake vs BigQuery vs Redshift side by side: architecture, pricing, performance tuning, concurrency, Iceberg and governance, and which to pick when.
AI2 days ago
How to Master AWS for AI?
Ciao Amici 👋 Every hiking trail in the Alps has a map at the trailhead. A good one shows you the...
AI3 days ago
There's a Pattern Hidden in Qwen3.5-0.8B's Neurons That Training Can't Explain
Qwen3.5-0.8B's Neurons Are Secretly Ranked TL;DR. The MLP neurons of Qwen3.5-0.8B appear...
AI3 days ago
[Part 3] Your first steps in Computer Vision on AWS: deploying models for an ASL recognition app
This is the third and final part of the series "Your first steps in Computer Vision on AWS". If you...
AI3 days ago
Using Evil Spirits To Cast Out Evil Spirits!
Hey everyone 👋, This post is something I have been sitting on for a while, and I am finally writing...
DATA ENG4 days ago
I got put in token quota jail. Then I looked at the logs.
Recently, Claude Code just... stopped. Not a bug in my code, not an outage. I had burned through my...
AI4 days ago
An AI Testing Presentation Became the Final Push for Organizational Change at My Company
From a multi-agent testing experiment to a broader discussion about how engineering teams should...
AI4 days ago
Congrats to the Kaggle Benchmarking Challenge Winners!
A few weeks ago we teamed up with Kaggle to ask a deceptively simple question: how do you actually...
AI4 days ago
Don't Write Markdown Files for Your Coding Agent. Write Scripts.
If you want agents to do what you want, you need to learn how to box them into deterministic actions....
DATA ENG5 days ago
Your operators logged 3 in 10 stops. Your machines caught 7.
What you'll get out of this In about 15 minutes, you'll walk away with: Why your...
AI6 days ago
We're Building AI to Replace Ourselves. What's the Plan?
Weren't we supposed to be replaced by AI by now? Or at least work less? AI agents were supposed to...
DATA ENG6 days ago
Switch from zero: ship a human-in-the-loop data quality agent to your team chat
I spent the Flip the Switch hackathon building Shield, an agent that checks a daily table, explains...
AI6 days ago
That's a Wrap on Hacktoberfest 2026! 🎃👻
Hacktoberfest 2026 wrapped up on October 31st! Thank you to everyone who built, hosted, mentored,...
DATA ENG6 days ago
Your Dashboard Is Lying: The Spend Fan-Out Trap and the Lead I Lost When the API Went Down
The Problem That Costs Real Budget Marketing attribution is broken. Not because the math...
DATA ENG6 days ago
Your Iceberg tables are rotting: we measured it, then built a fix (free, Apache 2.0)
We put the scheduled Spark compaction job that most Iceberg teams write on a table taking a MERGE...
RESEARCH6 days ago
ChatGPT now searches for 'official' and 'price' more than 'best'. Your comparison pages need to change.
The SEO playbook says: write "best X for Y" listicles because that is what people search for. The...
AI6 days ago
Rack Before You Remember
What racking wine teaches about agent memory The mead's lees on October 21, with the racking cane...
AI7 days ago
ML Development Isn’t Slow Because of Models. It’s Slow Because of Stakeholders
TL;DR: Most stalled ML projects aren’t stuck on modeling. They’re stuck on undefined success...
RESEARCH7 days ago
How to check an ML benchmark for train/test copies
Find test rows that already sit in the training set with a hash lookup. Python code, real output from the UCR archive, group splits and a CI guard.
RESEARCH7 days ago
I benchmarked my own agent skill, and today's Claude barely needed it
I wanted to write an agent skill that makes coding agents better at data analysis. The kind of...
DATA ENG7 days ago
Qual a melhor arquitetura de dados para a sua aplicação de IA?
Uma análise de Warehouse, Lake e Lakehouse e dos requisitos que cada um atende em ML, deep learning e RAG.
AI7 days ago
I Built LLM Explained: 43 Interactive Pages That Take You From Tokens to AI Agents
I kept running into the same problem while learning about large language models. I'd read a blog...
AI7 days ago
Prompt Pad: Frame Your Persona for Better AI Answers
Want better answers from AI? Start by telling it who to be. In this episode of Prompt Pad,...
AI7 days ago
I built a 3D game about my Nigerian childhood (and I'm not a game developer)
If you grew up in Nigeria, there is one sentence that can stop your heart in the middle of...
RESEARCH8 days ago
MMLU-Pro still uses the MMLU answer keys that experts flagged as wrong on 52 of 55 questions
This research is carried out by AI agents working in MV2's name at Munim, Inc. The code, the...
TOOLS8 days ago
Can a research review leave a checkable record? Help me break this draft.
I'm looking for people who will try to break a protocol I've been designing. It's a draft, it has had...
RESEARCH8 days ago
Peeking at your A/B test turns 5% false positives into 25%, and what mSPRT costs you
A seeded simulation of daily dashboard checks, why mSPRT fixes them, and what the fix costs in power and sample size.
AI8 days ago
I hid instructions in my server logs to see which models would follow them
Every Monday, ExtraTime, my football quiz site, gets a health report written by a model. It reads the...
RESEARCH8 days ago
I ranked 5,054 DEV challenge entries before the winners were named. Here is how it went
Disclosure: this study, its code and this post were made by AI agents working for MV2 of Munim,...
AI8 days ago
Your AI Agent Trusts Everything It Reads — A Field Guide to Hijacking Claude, GPT, Gemini & Copilot
A README file in your ~/Downloads folder should not be able to expose your SSH keys. A calendar...
AI9 days ago
All That Glisters Is Softmax: Shiny-Object Interns, Airplane-Magazine Execs, and Why AI Labs Can Only Bake In Half the Scars
Why do an eager intern with a Hacker News blog post, a C-level executive stepping off an airplane with an in-flight magazine, and a trillion-parameter LLM all walk straight into the exact same production bog? And why even Google DeepMind can only bake half of our 600 scars into model weights.
AI9 days ago
I Retested My MoE Offloading Benchmarks. Some of My Conclusions Changed.
A follow-up to my original 16GB GPU experiment, this time with consistent quantization, repeated...
AI9 days ago
Every Codebase Has a '// DO NOT TOUCH' File. I Built an AI Necromancer to Summon the Ghost of the Developer Who Wrote It 💀🔮
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
DATA ENG9 days ago
Bridging the Lakehouse: Ingesting Databricks Unity Catalog into Cognee Knowledge Graphs
How to connect Databricks Unity Catalog data governance, Delta tables, schemas, and AI models into Cognee GraphRAG for conversational data discovery.
AI10 days ago
A Two-Line Function Caught AI Collusion Better Than the AI Did
A few days back, I took part in the Apart Research sprint where our team worked on the AI collusion...
AI10 days ago
Same Evidence, Different Judgment? A Small Experiment on Implied Conclusions and Evidence Ordering
GnomeMan4201 · Study: composed-inference-ordering-v1.1 · Collected October 31, 2026 UTC What I ran:...
AI10 days ago
Reverse Engineering Block Blast
Block Blast looks like a puzzle game. A decompile of the app suggests it's closer to a per-player ad...
DATA ENG10 days ago
The last month is always a lie: lessons from querying 1 billion rows of Brazilian crime data
We run Crime Brasil, a site that turns official Brazilian public-safety data into maps and rankings...
TOOLS10 days ago
👻 Ghostlet: While you’re away, the ghosts will play.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
AI10 days ago
MoE Offloading Isn’t Always Faster: I Tested 5 Models on a 16GB GPU
I do a lot of experimenting with local language models, and I just ended up going down a bit of a...
AI11 days ago
I Tested 7 Crypto Models. The Best Signal Failed the Cost Test.
Seven crypto models, six walk-forward folds and a backtest audit show why predictive signal does not guarantee profits after modeled costs.
TOOLS11 days ago
Sixty Feet, Six Inches of October
What a little pitch-tracking app saw in the 2026 World Series. October baseball is a different...
AI11 days ago
I Almost Paid ₹1,499 for Prime Video I Never Use. An Open-Source AI Model Caught It.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
AI11 days ago
No Human Will Ever Write Code Better Than LLMs? Better at What?
A tweet went around saying: "No human will ever write code better than LLMs. Accept this fact, stop...
AI12 days ago
Ghost in the Shell: Can a Log File Hijack an AI?
This week's Hacktoberfest theme is Ghost in the Machine. Unfortunately, I don't have enough time to...
AI12 days ago
AI for everything besides coding
I went through ten weeks of my non-coding Claude chats to see if they saved me time. The best ones went past the question I typed.
AI12 days ago
Why Your Agent Memory System Gets Beaten by Raw Retrieval
Over the past year, agent architectures have converged on a very specific kind of complexity. If an...
AI12 days ago
How to cut your AI agent's input tokens: what worked, what failed, and a bench to measure yours
Our AI agent paid 17,000 tokens before reading a single word. A production field report: how we measured, which cuts paid off, what failed, a 7-point checklist, and an open-source bench you can run on your own agent.
AI12 days ago
Four Ways a Test Can Lie to You
Green and worthless: what verifying one small application taught me, when an AI agent wrote most of...
TOOLS12 days ago
Are You a Python Developer or a Python Expert? 7 Tests I Failed Building 3 Desktop Apps
Description: Python security, screen capture, spring physics, HiDPI and PyInstaller .exe gotchas. 7...
AI13 days ago
Should our LLM wiki use vector search? We benchmarked it before deciding
Every "add vector search" proposal comes with the same promise: users phrase questions their own way,...
AI13 days ago
Stratagems #32: The AI Logged a Withdrawal. P Took It as Proof.
Make empty what is already empty. Let doubt breed inside doubt. — The 36 Stratagems, The Empty Fort...
RESEARCH13 days ago
Build a small job-market tracker with Google Jobs, Python and SQLite
Snapshot Google Jobs every day, store postings in SQLite, and answer: who is hiring, what's new, what does it pay?
DATA ENG13 days ago
Delta Lake Schema Evolution and Time Travel on Azure Databricks: mergeSchema, overwriteSchema, Column Mapping, and RESTORE
Sooner or later a source system adds a column, renames one, or someone runs a bad overwrite on a...
TOOLS13 days ago
Dev log #27 Deep in the review queue: Hardening libp2p across Python and .NET
Hi, glad you found your way here. I'm Yash, a developer who contributes to open source, mostly p2p...
DATA ENG13 days ago
Data apps, defined: levels, principles, and a scorecard builders can actually use
The Data App Framework, v2.0 · October 2026 Venkata M Sangaraju, Sr. Database Engineer On October 8,...
RESEARCH13 days ago
A Good Fill Price. What About the Fee?
A limit order. You bought at exactly the price you specified, or even a little cheaper. So far, so...
AI14 days ago
The Most Embarrassing Private Key in Web PKI History
The strange thing about this incident is that the certificates looked normal. They had familiar CA...
DATA ENG14 days ago
Your ERP extract is 31% wrong. Nothing errored.
What you'll get out of this In about 12 minutes, you'll walk away with: Why the obvious...