Scaling With AI: From Solo to System— Prompt to Profit · Day 26 of 30
Author(s): Faheem Munshi Originally published on Towards AI. Scaling With AI: From Solo to System— Prompt to Profit · Day 26 of 30 The individual practitioner has a ceiling. The system doesn’t. Here is how to build AI-powered operations that grow without …
How to Combine Claude Code and Codex for Maximum Coding Power
Author(s): Eivind Kjosbakken Originally published on Towards AI. How to Combine Claude Code and Codex for Maximum Coding Power Claude Code and Codex are incredibly powerful coding agents by themselves. I’ve extensively tried both models, and in my opinion, they’re both very …
Month in 4 Papers (May 2026)
Author(s): Ala Falaki, PhD Originally published on Towards AI. Vector Compression This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant research papers each month, offering a comprehensive summary. …
Anthropic Crushed a 2-Year Science Job Into Days — With Zero New Models
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Anthropic Crushed a 2-Year Science Job Into Days — With Zero New Models A neuroscientist at the Allen Institute used to spend up to two years writing a single long-form …
How to Avoid Being Replaced Without Selling Out to AI
Author(s): Ramon Invarato Originally published on Towards AI. Standalone article from the series “AI and You”. Imagine two professionals in the same field, similar in age and similar in technical ability. Let’s give them some original names: AntiAI and ForAI. AntiAI has …
Context Window Management Is the New Memory Management
Author(s): Satyam Sahu Originally published on Towards AI. A practical guide to token budgeting, context pruning, and conversation compression for LLM applications that don’t blow up at scale Let me tell you something that took me embarrassingly long to actually understand when …
Video Scene Graph Generation Using VLMs
Author(s): Kartikeya Originally published on Towards AI. Video Scene Graph Generation Using VLMs An example showing object and action relationship in a scene graph What a scene graph is, and why you’d want one A scene graph is a topological structure that …
Enterprise Governance and Operating Model for Snowflake Horizon Context
Author(s): Satish Kumar Originally published on Towards AI. Part 4 of a series on implementing Snowflake Horizon Context in production You Built It. Now What? Parts 1–3 of this series covered the technical stack: semantic layer foundations, governance frameworks, and AI agent …
How to Control AI Agent Actions in Real Production Systems
Author(s): Shahidullah Kawsar Originally published on Towards AI. AI Engineer Interview Preparation 1. A large subscription platform builds an AI assistant that can check account status, update billing details, cancel subscriptions, and revoke admin access. A product manager suggests allowing the model …
How to Design Tool Schemas That Prevent Bad LLM Tool Calls
Author(s): Shahidullah Kawsar Originally published on Towards AI. AI Engineer Interview Preparation A large e-commerce company is adding an AI assistant that can search products, compare prices, check inventory, and create support tickets. The first draft has one tool named search with …
How AI Agents Coordinate Multiple Tools Without Losing Control
Author(s): Shahidullah Kawsar Originally published on Towards AI. AI Engineer Interview Preparation 1. A global travel platform is building an AI assistant that can search flights, search hotels, check weather, and convert currencies. A user asks it to plan a weekend trip …
The Four Layers of AI Failure
Author(s): Iryna Nozdrin Originally published on Towards AI. The Four Layers of AI Failure Image source: Gemini When AI systems fail, many people instinctively reach for the hackneyed expression “AI hallucination.” It is a convenient label, sure, but it is hardly diagnostic. …
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
Author(s): Kashif Mehmood Originally published on Towards AI. Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship On 30 June 2026, Anthropic published a launch table in which its mid-tier model outscores its flagship. Claude Sonnet 5 posts 1618 …
Zuckerberg Admits AI Agents Are Behind Schedule. Meta’s Bill So Far: $145B and 8,000 Jobs
Author(s): Kashif Mehmood Originally published on Towards AI. Zuckerberg Admits AI Agents Are Behind Schedule. Meta’s Bill So Far: $145B and 8,000 Jobs Mark Zuckerberg spent the first half of 2026 laying off about 8,000 people, reassigning roughly 7,000 more into AI …
Beyond Bigger Context Windows: 10 Context Engineering Patterns Every LLM Engineer Should Know
Author(s): Arpit Baranwal Originally published on Towards AI. Beyond Bigger Context Windows: 10 Context Engineering Patterns Every LLM Engineer Should Know Large context windows are impressive, but they haven’t eliminated the need for context engineering. In production AI systems, deciding what not …
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