I Turned Claude Code Into My Chief of Staff (One Folder, 6 Skills)
Author(s): Anubhav Originally published on Towards AI. Everyone aims Claude Code at their repo. I aimed it at my week. The folder that came out runs my mornings, and it taught me the two things that decide whether one of these personal …
Vibe Machine Learning: Using GenAI for ML, AI and R&D
Author(s): Artem Shelamanov Originally published on Towards AI. Vibe Machine Learning: Using GenAI for ML, AI and R&D The rise of AI tools has affected many people across different areas of IT. But the field that has been affected the most is, …
How to Safely Run Coding Agents
Author(s): Eivind Kjosbakken Originally published on Towards AI. How to Safely Run Coding Agents Coding agents such as Claude Code and Codex have provided me the biggest efficiency boost I’ve ever experienced while programming, way more of a boost compared to getting …
My Peripheral Brain: The Cold Memory Layer for My Coding Agents
Author(s): Arijit Dutta Originally published on Towards AI. My Peripheral Brain: The Cold Memory Layer for My Coding Agents AI generated illustration The Problem Everyone is building their second brain for their coding agents and rightly so. In the agentic development era, …
Building AI Agents Part 3C: Why Your Framework Choice Will Make or Break Your Production System
Author(s): Raj kumar Originally published on Towards AI. Why the framework that worked in your prototype will stall your production system The fintech team I mentioned in Part 3B (Testing and Evaluation Strategies for Production AI Agents) had built something impressive. Their …
Part 12 -The 80GB Wall: GPU Infrastructure and Scheduling, Worked End to End
Author(s): Utkarsh Mittal Originally published on Towards AI. Our running example, fixed for the whole article Part 11— https://pub.towardsai.com/ml-systems-design-series-retrieval-augmented-generation-rag-why-your-llm-doesnt-know-about-00e885bdbea9?source=friends_link&sk=55c086d99d3f6b7dfadd3d7c5226b4e0 The article walks through how GPU infrastructure, scheduling, and memory constraints determine the design of large-model training and inference systems. Starting from a …
Cohere’s 30B Coding Agent Beats Models 4x Its Size on One H100 — and It Shouldn’t
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Cohere's 30B Coding Agent Beats Models 4x Its Size on One H100 — and It Shouldn't A 30-billion-parameter model with only 3 billion active parameters has no business landing 0.6 …
At Machine Speed: How AI Has Broken the Cybersecurity Balance
Author(s): Ramon Invarato Originally published on Towards AI. At Machine Speed: How AI Has Broken the Cybersecurity Balance Why can’t defending longer depend on humans acting in real time A standalone article from the series “AI and You”. There is an old …
Every AI Buzzword You Have Been Afraid Of Is a Dot Product in a Costume. Here Are 15 of Them, Unmasked.
Author(s): Dr Swarneendu AI Originally published on Towards AI. The entire AI industry runs on one operation. One. Multiply two lists of numbers together, sum the results. Everything else — attention, embeddings, RAG, fine-tuning, cosine similarity, RLHF, temperature, hallucination — is that …
From Lightning to Sparse: How MiniMax M3 Reads a Million Tokens Without Reading Them All
Author(s): Can Demir Originally published on Towards AI. A concept-first tour of MiniMax Sparse Attention — why “efficient attention” kept failing in production, and the surprisingly simple idea that finally made it work. No equations required. If you have spent any time …
I Tested GLM-5.2 vs GPT-5.5 vs DeepSeek V4 on 18 Coding Tasks — The Open One Won at One-Sixth the Cost
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. I Tested GLM-5.2 vs GPT-5.5 vs DeepSeek V4 on 18 Coding Tasks — The Open One Won at One-Sixth the Cost I gave the same 18 coding tasks to three …
The Free Agent Trap
Author(s): Ramon Invarato Originally published on Towards AI. The Free Agent Trap Why agents that run on their own are still failing A standalone article from the series “AI and You”. You’ve been promised the same thing as everyone else: that artificial …
I Trained a Markdown File to Boost GPT-5.5 by 23 Points — It Shouldn’t Work
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. I Trained a Markdown File to Boost GPT-5.5 by 23 Points — It Shouldn’t Work I did not fine-tune anything. I did not touch a single weight. I ran a …
We Replaced ChatGPT With a Local AI Server. Six Months of Honest Data.
Author(s): Services Ground Originally published on Towards AI. We Replaced ChatGPT With a Local AI Server. Six Months of Honest Data. This is not a “local AI is better” argument. It is a data argument. Six months ago, a number stopped me …
Multi-Agent Systems Are Distributed Systems. Start Treating Them That Way
Author(s): Vinamra Yadav Originally published on Towards AI. Multi-Agent Systems Are Distributed Systems. Start Treating Them That Way The demo looked perfect. A planning agent broke the task into steps. A coding agent wrote the implementation. A testing agent checked the result. …
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