Alpesh Kumar
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AI agent security

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Layered AI agent architecture with a visible trajectory moving through reasoning, tools, sandbox, monitoring, and human approval controls
Artificial Intelligence

GPT-6 Astra Didn’t Break AI. It Revealed What Was Already Broken.

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Your First Personal AI Agent: A Focused Weekend Build — a warm cream technical schematic shows current-week meeting notes constrained by an agent contract, optionally checked against one read-only source, transformed into a structured priorities draft, and stopped at a human approval boundary before any external action; visual direction: idea: a first personal AI agent produces a reviewable weekly-priorities draft from tightly bounded meeting notes, with no autonomous external action; subject: focused personal AI-agent weekend build; mechanism: current-week notes pass through a clearly labelled contract boundary and one limited read-only lookup into a structured priorities draft, then stop at an explicit human approval gate before any external-action area; composition: landscape editorial explainer card with the exact title large across the upper third and a lower left-to-right paper-like workflow schematic, ending at a prominent approval stamp boundary and a muted crossed-out external-action zone; palette: warm cream background, charcoal typography, oxblood red boundary accents, muted olive green for approved draft, dusty apricot for source notes, slate gray connectors; exclusions: dark navy, neon-blue glow, floating UI cards, network nodes, generic AI circuitry, people, robots, hands, dashboards, physical-machine metaphors, decorative charts, logos, secondary readable text.
AI Agents, Artificial Intelligence

Your First Personal AI Agent: A Focused Weekend Build

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Multi-Agent Systems: Your Guided Learning Path — a visible connected route through distinct AI-workflow stations, guardrails, and a human-reviewed destination represents the article’s structured learning path from foundations to responsible decisions.
AI Agents

Multi-Agent Systems: Your Guided Learning Path

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Hermes Agent: Is a Self-Hosted AI Agent Worth Running?
AI Agents, Self-Hosting

Hermes Agent Review: Is a Self-Hosted AI Agent Worth Running?

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AI AI Agents AI agent security AI Architecture AI automation AI Coding Agents AI Game Development AI performance AI Security AI System Design Algorithms Anthropic API Design Architecture Artificial Intelligence Astra Bias-Variance Trade-off Classification Claude CLI Decision Trees design Developer Tools Distributed Systems Embeddings Ensemble Methods GPT-6 Astra Information Gain LangGraph LLM Machine Learning Multi-agent OpenAI Overfitting Python RAG Redis Regression REST API Retrieval-Augmented Generation Software Engineering System Architecture Text-to-Video Underfitting Workflow Automation

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