#full-duplex
68 related articles
·4 min
Harness Engineering: The Core Infrastructure for Taking AI Agents from Demo to Production
Deep dive into Harness Engineering: why AI Agents need memory management, durable execution, guardrails & approvals to go from demo to production.
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·4 min
Harness Engineering: The Core Infrastructure for Taking AI Agents from Demo to Production
Deep dive into Harness Engineering: why AI Agents need memory management, durable execution, guardrails & approvals to reach production. Based on Scott Moss's workshop.
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·4 min
Fable 5 vs GPT-5.6: An In-Depth Head-to-Head Comparison of Two Top-Tier Coding Models
In-depth comparison of Fable 5 vs GPT-5.6 (Sol) for AI coding. Covering token efficiency, code quality, design, cost, and safety based on $10K+ real usage data.
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·4 min
Fable 5 vs GPT-5.6: An In-Depth Head-to-Head Comparison of Two Top-Tier Coding Models
In-depth comparison of Fable 5 vs GPT-5.6 (Sol) for AI coding. Real-world data on token efficiency, code quality, design capability, and cost from $10K+ testing.
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·3 min
Building an Intelligent Data Analysis Agent: A Complete Guide to Interface Alignment and SSE Streaming Response Integration
A practical guide to interface alignment, SSE streaming integration, and end-to-end testing for enterprise AI Agent projects — eliminate wasted debugging and ship faster.
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·2 min
OpenAI's Five-in-One Launch: Sol, Desktop Agent, and Real-Time Translation Explained
OpenAI launches five major updates at once: flagship model Sol, balanced Terra, low-cost Luna, desktop agent ChatGPT Work, and real-time translation voice model GPT Live. Full breakdown inside.
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·3 min
GPT-5.6 Real-World Test: The True Capability Limits of AI-Assisted Game Development
A creator tests GPT-5.6 Codex on two real projects: an Android MAUI app and a tower defense game prototype. Zero code written for the app; the game demo surfaces multiple bugs. Honest look at AI coding's real limits.
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·2 min
AI Network Troubleshooting: How Claude Helped a User Achieve 100x Speed Improvement
A user's internet was crawling with no obvious cause — IT teams had no answers. Claude diagnosed the issue and helped achieve nearly 100x speed improvement. Here's how.
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·2 min
GPT Live Real-Time Translation Tested: What Does It Mean for Simultaneous Interpreters?
OpenAI's GPT Live achieves true full-duplex real-time translation, with English output streaming before Chinese input finishes. We analyze the tech, its limits, and what it means for simultaneous interpreters.
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·3 min
AgentScope 2.0 Deep Dive: Six Core Upgrades for Production-Grade Multi-Agent Development
AgentScope 2.0 by Alibaba's Tongyi Lab delivers six major upgrades: typed event streaming, dangerous instruction interception, human-in-the-loop, concurrent execution, workspace system, and agent-as-a-service for production-grade multi-agent development.
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·4 min
AI Weekly Recap: Four Major Vendors Cut Prices Together, Copilot's Paid Conversion Rate Just 4.5%
In one week, OpenAI, xAI, Google, and Microsoft all cut AI prices, driving near-frontier inference costs sharply lower. Meanwhile, Microsoft Copilot's paid conversion across 450M seats is under 4.5%, exposing the monetization challenge of general AI assistants.
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·4 min
MCP Protocol Deep Dive: Its Relationship with Function Calling and Agents, Plus a Practical Guide
Deep dive into MCP (Model Context Protocol): clarifying the three-layer relationship between MCP, Function Calling, and Agents, covering protocol roles, call flows, transport choices, and production security for AI developers.
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·3 min
Deep Dive into gRPC: Building High-Performance Microservice Communication with HTTP/2 + Protobuf
An in-depth analysis of gRPC's core architecture: HTTP/2 multiplexing, Protocol Buffers serialization, and unified multi-language implementation, covering microservice communication and cloud-native integration.
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·7 min
Grok 4.5 Launch: Coding AI Market Reshuffle, Anthropic Claims Half the Territory
Grok 4.5 launches at just $0.49 per task, 90% cheaper than rivals. Anthropic's Claude Code claims 50% of the AI coding market. SambaNova raises $1B. Read the latest AI market shifts.
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·2 min
Three AI Giants Tested: Seedream 5.0, GPT-Live, and Grok 4.5 — A Comprehensive Breakdown
ByteDance Seedream 5.0 Pro, OpenAI GPT-Live, and xAI Grok 4.5 — three major AI releases dissected with hands-on testing across image generation, voice interaction, and coding agents.
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·3 min
Hermes Agent Stability Mega-Patch: Three P0 Fixes and a 60x Speed Boost Explained
Deep dive into Hermes Agent v2026.7.7.2: fixes for Cron silent kills, TUI context loss, and config corruption (3 P0 bugs), plus 60x faster WhatsApp install.
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·6 min
Databricks Agent Framework in Practice: A Guide to ChatAgent Wrapping and Production Deployment
A deep dive into Databricks Agent Framework (Mosaic AI): unify LangGraph/OpenAI agents via ChatAgent, log & evaluate with MLflow, version with Unity Catalog, and deploy Model Serving Endpoints for production AI agents.
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·7 min
Why Does WhatsApp Drain So Much Battery? A Deep Dive into the Technical Causes and a Power-Saving Guide
An in-depth analysis of the core technical reasons behind WhatsApp's battery drain—covering persistent connection heartbeats, background tasks, media processing, E2E encryption, and iOS/Android differences—plus 4 practical power-saving tips.
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·7 min
Discord Wrongfully Bans 8,000 Accounts: Why an AI Moderation System Mistook Chessboards for Violating Content
Discord admits a safety-system bug wrongfully banned over 8,000 accounts, triggered by chessboards, Minecraft screenshots and other grid images. A deep dive into AI moderation false positives and the efficiency-vs-accuracy dilemma.
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·7 min
Connecting Hermes Agent to MCP: One Protocol to Unify All External Systems
Learn how to extend Hermes Agent's external system capabilities via MCP (Model Context Protocol): setup, whitelist permissions, WSL-to-Chrome bridging, and multi-server orchestration for AI Agent developers.
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