7 AI Agent Cost Optimization Strategies That Cut LLM Bills by Up to 90%
Author(s): Divy Yadav Originally published on Towards AI. Fixes that bring an AI agent’s bill down in production AI got 80% cheaper this year. Photo from AIAfter the lead, the article explains why cheaper token pricing doesn’t guarantee cheaper agent systems: agents …
Claude Cowork Has Five Moving Parts. Most People Only Use One.
Author(s): Neha Khan • AI & Software Engineer Originally published on Towards AI. Claude Cowork Has Five Moving Parts. Most People Only Use One. Cowork is the rest of the house: skills, connectors, plugins, projects, artifacts, and dispatch. Here’s the fast tour. …
🦀 Building AI Agents in Rust – part 9
Author(s): Enzo Lombardi Originally published on Towards AI. Sandboxed code execution The eight previous parts gave Eugene careful, narrow capabilities: reading files inside a canonicalised sandbox, calling a handful of well-typed skills, talking to other agents, persisting memory, going through an open …
Beyond Prompt Injection: When AI Agents Mistake Content for Trusted Data
Author(s): Eklavya Tyagi Originally published on Towards AI. Beyond Prompt Injection: When AI Agents Mistake Content for Trusted Data How product reviews, GitHub comments, and emails can impersonate the metadata AI agents rely on Explaining Agent Data Injection: When Ordinary Content Becomes …
Orbital Brain: Designing a Realistic LLM Architecture for Space Mission Operations
Author(s): CapeStart Originally published on Towards AI. Modern space missions generate a large amount of heterogeneous data, including orbital products, telemetry streams, fault logs, and operational context. This requires a robust LLM Architecture for Space Mission to interpret data under strict safety …
DevOps Is Not Just Tools: Learning the Tool vs Practising the Job
Author(s): Anooptej Thotapalli Originally published on Towards AI. Certifications and courses can open the door. Real DevOps growth begins when the tool is connected to practice, architecture, ownership and judgement. I keep speaking with many enthusiasts who want to explore DevOps, Cloud, …
Did OpenAI Just Lose the AI Wearables Race?
Author(s): Nehdiii Originally published on Towards AI. As AI wearables evolve, OpenAI’s product execution, leadership issues, and workforce disruption concerns are starting to damage trust. Hello AI World The article argues that OpenAI may be “losing” the AI wearables race as Apple’s …
The Python Library That Reads Your Power BI Models Like Data. Most Fabric Teams Have Never Opened It.
Author(s): Gulab Chand Tejwani Originally published on Towards AI. Semantic Link — the SemPy library — ships preinstalled in every Fabric notebook. It can list every measure in your tenant’s models, evaluate them with filters from Python, run DAX programmatically, and validate …
LlamaIndex Workflows Is Now a Standalone Package. Its Typed State Is What Makes That Matter.
Author(s): Praveen Kumar Originally published on Towards AI. LlamaIndex Workflows Is Now a Standalone Package. Its Typed State Is What Makes That Matter. If you learned to build LlamaIndex agents by writing from llama_index.core.workflow import Workflow, that import is now a compatibility …
Your AI Agent Says “Done!” — Here’s How to Know If It’s Lying
Author(s): MahendraMedapati Originally published on Towards AI. A tested, dependency-light tracing and evaluation library that catches the failure mode plain logging can’t — an agent that fails a tool call and confidently reports success anyway. Picture a pilot’s black box. It doesn’t …
HTTP's 402 Error Sat Dead for 29 Years — It Just Became a Cash Register for AI Agents
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. HTTP's 402 Error Sat Dead for 29 Years — It Just Became a Cash Register for AI Agents There's a status code in the HTTP spec that has been reserved …
HTTP's 402 Error Sat Dead for 29 Years — It Just Became a Cash Register for AI Agents
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. There’s a status code in the HTTP spec that has been reserved since 1997 and almost never used: 402 Payment Required. For 29 years it sat there as a placeholder, …
The Eval Flywheel: Turning Every Production AI Failure Into a Regression Test
Author(s): Rashmi Originally published on Towards AI. The Eval Flywheel: Turning Every Production AI Failure Into a Regression Test Traditional software has a tight loop: bug reported → reproduce → write failing test → fix → test passes → merge. That failing …
The Eval Flywheel: Turning Every Production AI Failure Into a Regression Test
Author(s): Rashmi Originally published on Towards AI. The Eval Flywheel: Turning Every Production AI Failure Into a Regression Test Traditional software has a tight loop: bug reported → reproduce → write failing test → fix → test passes → merge. That failing …
When AI and RWE Converge: Accelerating Evidence for Rare Disease and Innovative Therapies
Author(s): MadeAi Originally published on Towards AI. When AI and RWE Converge: Accelerating Evidence for Rare Disease and Innovative Therapies Why Evidence for Rare Disease Matters AI and real-world evidence (RWE) are reshaping the path from laboratory discovery to regulatory approval. Their …
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