#AI Agent
1113 related articles
AWS AI Agent Tests Passed but Still Missed the Mark: A Real Experiment Retrospective
An AWS AI Agent experiment reveals: generated code passes all tests with correct numbers, but tests don't cover all requirements. Compute independently first, then read generated tests to judge reliability.
I Gave Three Job Roles to an AI Employee Named Viktor: A Hands-On Review
YouTube creator Tech With Tim reviews AI employee Viktor: autonomous onboarding, community triage, weekly digests, and course auditing — plus how it differs from ChatGPT.
CloudPal: A Cloud-Resident AI Agent That Delivers Finished Files on Schedule
CloudPal is a cloud-resident AI agent that executes tasks on schedule and delivers finished files instead of chat replies. A deep dive into its architecture decisions: why it rejected chat-plus-cron, how file delivery forces engineering constraints, why scheduling is the core interface, and the trade-offs of an independent memory subsystem.
A Practical Guide to Building AI Agent…
A Practical Guide to Building AI Agents with the NanoGPT API
A complete practical guide to building AI Agents with the NanoGPT API: OpenAI-compatible interface, Function Calling file management Agent example, 100+ multi-model routing and cost optimization strategies, with Python code.
AWS Trust in Depth Framework: Giving AI Agents Autonomy Without Losing Control
AWS's Trust in Depth framework uses five layers—Scope, Know, Bound, Observe, Prove—to grant AI agents autonomy when actions are verifiable and reserve human judgment where needed, solving the trust and control challenge in enterprise AI agent deployment.
GrokBot Templates: Build an AI Agent Team for Channel Partner Managers in 5 Minutes
GrokBot and templatesgrokbot.com launch job-based AI Agent templates: channel partner managers can set up 6 specialized Agents plus 1 coordinator in 5 minutes.
Navige: Using Sufficiency Intelligence to Control Runaway AI Agent Costs
Navige uses Sufficiency Intelligence to route requests to smaller models, cache repeated reads, trim tool results, and offer budget controls, runaway loop capture, and sensitive operation approval at Agent runtime. Watchtower is free forever.
Grok Bot Feature Deep Dive: Your AI Robot Has Its Own Cloud Computer
Grok Bot gives you a shared cloud computer for all your AI robots, complete with browser, file manager, and dedicated email. It autonomously browses the web, finds events, and registers for them — fundamentally different from conversational AI like ChatGPT.
AI Agent Adoption Is Soaring, but No One Can Prove ROI: What's the Real Problem?
AI agent adoption keeps soaring, but enterprises struggle to prove ROI. Databricks analysis points to missing measurement frameworks, long value attribution chains, and underestimated hidden costs as the three main causes.
NVIDIA NeMo Gym Optimizes Chip Design AI Agent Reliability
NVIDIA NeMo Gym improves chip design AI Agent reliability through targeted training, solving hallucination output issues while optimizing tool-calling efficiency to move Agents from demo to production-ready.
Privacy-First Architecture: Engineering Practices for Conversational AI Agents
Conversational AI agents leak data through implicit telemetry, plaintext payload uploads, and context state sync. This article draws on academic research to break down privacy-first architecture patterns like on-device LLM inference, encrypted RAG indexes, and federated fine-tuning, with a technical due diligence checklist and a customer service chatbot example.
Qwen-Powered On-Chain Agent: How REGLO Uses LLMs to Make Solar Scheduling Decisions
REGLO Agent uses Qwen in a Monad hackathon for on-chain solar scheduling decisions, separating explainable reasoning from deterministic verification for safe real payments.
160 US Business Data Portals Verified: An AI Agent Integration Guide
A developer verified 160 US official business data portals, revealing the fragmented landscape of entity search, UCC queries, and license verification for AI Agents.
AI Editing Agent Accidentally Deletes Footage, Forcing TV4 Show Postponement
Swedish TV4 postponed a show after an AI editing Agent accidentally deleted finished material. This analysis covers three issues—excessive Agent permissions, lack of irreversible-operation safeguards, and missing verification steps—plus practical advice on AI permission tiering, version control, and audit logs for the content industry.
n8n or Hermes? A Deep Dive into AI Email Butler Architecture Selection
A deep dive into n8n vs Hermes Agent for AI email butler architecture: deterministic pipelines suit classification, agent reasoning suits summaries, and hybrid may be the most pragmatic approach.
MCP vs REST API: What Do AI Agents Really Need?
A deep comparison of MCP vs REST API: MCP lets AI Agents autonomously discover and invoke services, while REST serves human developers. They collaborate in layers rather than replace each other — this article breaks down the workflow, security context passing, and selection advice.
MCP + CLI > MCP vs. CLI: The Protocol Didn't Lose — Agents Just Used It Wrong
MCP is dismissed because agents use it badly. Apify's mcpc shows MCP for remote + CLI for local, with progressive tool discovery and code mode.
Turning Company Workflows into Agent Skills: A Practical Guide
An agency owner turns team workflows into Agent Skills: one command handles article writing, six-platform distribution, and dual human approval. This guide breaks down the Skill file structure, two invocation methods, three-tier storage layout, security review process, and how to turn your own weekly repetitive tasks into executable, auditable skills.
LangChain Tutorial for Beginners: A Complete Guide from Principles to Practice in AI Application Development
What is LangChain? This article starts from principles: unified model interfaces, private data integration, context and memory management, agents and tool calling, plus comparisons with Ollama and Coze to help you quickly build an overall understanding of the AI application development framework.
Is n8n Dead? The Workflow Tool Debate in the Age of AI Agents
Is n8n really dead? Facing competition from AI agents like Claude Code and Codex, this article analyzes the use cases for n8n vs. AI agents and offers five key questions to help you decide when to use workflows and when to use agents.