#structured deliverables
64 related articles
·3 min
Agent Teams in Practice: A Guide to Multi-Agent Collaboration and Real-World Implementation
A deep dive into Agent Teams methodology for multi-agent collaboration, covering role division, adversarial review, orchestration, and structured deliverables for enterprise-grade AI projects.
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·2 min
Opus 5 in Practice: AI-Generated Presentations Now Match Consultant Quality
Anthropic's Opus 5 generates spreadsheets and presentations at near-superhuman levels, rivaling professional consultants. Analysis of AI's leap from text to professional deliverables.
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·4 min
A2A Protocol in Practice: A Complete Breakdown of Agent-to-Agent Communication
A hands-on breakdown of the A2A (Agent2Agent) protocol through a Travel Agent and Weather Agent collaboration demo, covering Agent Card, Task state machine, SSE streaming, and more.
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·3 min
ResearchMaster AI In-Depth Review: A Verifiable AI Market Research Tool
In-depth analysis of how ResearchMaster AI solves the trust crisis in AI market research through evidence linking, source conflict exposure, and structured workspaces for verifiable decision support.
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·3 min
Cerenovus: An AI Operating Partner That Turns Scattered Enterprise Knowledge into Trusted Decisions
Cerenovus is an AI operating partner that reads scattered enterprise documents and records, outputting cited findings, live answers, and named deliverables to turn dormant knowledge into trusted decisions.
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·4 min
Hands-On Testing Meta's Open-Source Muse Glimmer: A Lopsided Agent-Specific Model
Hands-on testing of Meta's open-source 30B Muse Glimmer model across vision, reasoning, and full-stack tasks. Excellent vision but weak logic, D-Spark gives 3x speed at quality cost, 128K context is the biggest limitation.
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·3 min
Wayfinder Skill Hands-On: A New Paradigm for AI-Planned Decision Maps for Large Projects
Hands-on test of how Wayfinder uses decision tickets, multi-conversation parallelism, and fog of war to systematically break down large project concepts into executable implementation roadmaps.
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·3 min
MRI Brain Tumor Detection Graduation Project: A Complete Technical Roadmap from Scratch
A complete guide for MRI brain tumor detection graduation projects: medical background, BraTS dataset selection, GAN/diffusion model/Transformer technical routes, Research Gap methodology, and Agent collaboration architecture.
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·5 min
Harness: The Operating System That Takes LLM Agents from Demo to Production
Deep dive into Harness technology: how context engineering, memory management, and multi-agent architecture transform LLM agents from stochastic demos into stable production systems.
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·4 min
MCP + Skill in Practice: A Guide to Building an Automated Enterprise Regulatory Risk Alert System
A detailed guide on building an automated enterprise regulatory risk alert system using MCP protocol and Agent Skill, covering data collection, six evidence thresholds, applicability judgment, actionable measures, and delivery via Feishu/email.
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·2 min
Bunzee 3.0 Review: Using MCP Protocol to Bridge the Full Pipeline from Idea to Code
Deep dive into how Bunzee 3.0 uses MCP protocol to inject complete context into AI coding tools — from market analysis and PRDs to wireframes and designs — solving the context gap problem.
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·3 min
Rendemo: Capture Real HTML, Turn Web Apps into Interactive Demos in Minutes
Rendemo captures real HTML via Chrome extension to turn web apps into clickable interactive demos. Supports embedding, video export, guided tours, and built-in MCP server for AI Agent automation.
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·3 min
ACAI Architecture Explained: How Modular Cognitive Pipelines Solve LLM Hallucination and Context Corruption
Deep dive into the ACAI (Adaptive Cognitive AI) modular architecture that solves LLM hallucination and context window rot through layered cognitive pipelines, semantic memory graphs, and logical verification.
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·2 min
ResumizeAI Review: AI-Powered Resume Customization for Smarter Job Hunting
In-depth review of how ResumizeAI uses AI to auto-match job requirements and generate custom resumes and cover letters. Explore its features, use cases, and how it compares to Rezi and other competitors.
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·2 min
Firstpass: Preview How Your Copy Actually Appears Across Platforms Before You Hit Publish
Firstpass is a pre-launch copy preview tool that helps product teams visualize how taglines get truncated across Product Hunt, app stores, and other platforms before publishing.
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·3 min
Notate: An Annotation Tool for Humans and AI Agents That Freezes Dynamic UI States
Notate is a new annotation tool that freezes fleeting UI states like hover effects and open menus, enables frame-by-frame animation debugging, and provides structured context for AI agents.
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·3 min
OpenWorker: A Free, Open-Source Local AI Agent That Keeps Your Data at Home
OpenWorker is a free, open-source desktop AI agent that runs locally, supports bring-your-own-model, and keeps your data private. Learn about its local-first design philosophy and key differentiators.
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·3 min
OpenWorker: A Free, Open-Source Local AI Agent That Keeps Your Data at Home
OpenWorker is a free, open-source desktop AI agent that runs locally, supports bring-your-own-model, and keeps your data private. Learn about its design philosophy and key differentiators.
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·2 min
Claude Code Skills in Practice: Packaging AI Skills to Auto-Generate Test Cases
Through a complete case of auto-generating test cases from requirement docs, this article explains Claude Code's Agent Skills packaging mechanism—turning proven AI workflows into reusable skills with on-demand loading.
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·7 min
Claude Code in Action: Building an Embedded Tetris Game with AI in 3 Hours
A hands-on case study: using Claude Code and the LVGL graphics library to build a Tetris game running on an embedded dev board from scratch in under 3 hours.
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