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ZhiKe AI
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ZhiKe AI

We dissect AI-era technologies, tools, and trends with a hardcore perspective. Focused on large models, agents, MCP, function calling, and hands‑on AI development. No fluff, no hype—only actionable insights, source code, and practical ideas. Get a daily dose of intelligence to simplify tech and make efficiency tangible.

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Recent Articles

Latest from ZhiKe AI

74 recent articles
ZhiKe AI
ZhiKe AI
May 1, 2026 · Artificial Intelligence

From Chatbot to Action: How Large‑Model Agents Turn Queries into Real‑World Tasks

The article explains that large‑model agents differ from traditional chatbots by perceiving goals, planning steps, invoking tools, and executing actions autonomously, covering their definition, core modules, ReAct reasoning‑acting loop, single‑ versus multi‑agent systems, current industry trends, and the reliability, safety, observability, and cost challenges they face.

AI EngineeringAgent ArchitectureLLM
0 likes · 18 min read
From Chatbot to Action: How Large‑Model Agents Turn Queries into Real‑World Tasks
ZhiKe AI
ZhiKe AI
Apr 30, 2026 · R&D Management

Why Martin Fowler Says Determinism Is Over in Software Engineering

Martin Fowler argues that software engineering has moved from a deterministic world to a nondeterministic one driven by LLMs, outlining how this paradigm shift reshapes development practices, introduces new risks, and demands a harness‑based engineering approach to manage uncertainty.

AI EngineeringHarness EngineeringMartin Fowler
0 likes · 15 min read
Why Martin Fowler Says Determinism Is Over in Software Engineering
ZhiKe AI
ZhiKe AI
Apr 28, 2026 · Artificial Intelligence

Demystifying DeepSeek‑V4 Benchmarks with Real‑World Data

This article breaks down DeepSeek‑V4's six core capability categories—knowledge, reasoning, programming, math, long‑context, and agent—showing how each benchmark works, presenting concrete scores that place V4 first or second against leading models, and explaining the hidden efficiency gains that make V4 up to 13.7× cheaper to run.

AI evaluationDeepSeek V4Efficiency
0 likes · 14 min read
Demystifying DeepSeek‑V4 Benchmarks with Real‑World Data
ZhiKe AI
ZhiKe AI
Apr 25, 2026 · Industry Insights

Harness Engineering: The Hottest New AI Engineering Paradigm of 2026

Harness Engineering, now buzzing across the tech community, promises a ten‑fold productivity boost by replacing hand‑written code with a structured AI‑driven system, and the article breaks down its definition, evolution from Prompt to Context to Harness, core components, real‑world examples, and the associated risks and debates.

AI SystemsAI safetyAutomation
0 likes · 9 min read
Harness Engineering: The Hottest New AI Engineering Paradigm of 2026
ZhiKe AI
ZhiKe AI
Apr 24, 2026 · Artificial Intelligence

DeepSeek V4 Launch: Open‑Source Model Beats Closed‑Source Leaders in Coding & Math, 1.6 T Params, 1 M Context

DeepSeek V4, released today, offers two open‑source models (Pro and Flash) with up to 1.6 T parameters and a 1‑million‑token context, achieving top‑tier programming and mathematics benchmark scores that surpass the three major closed‑source competitors, while cutting API costs to a fraction of the price.

APIDeepSeekV4
0 likes · 7 min read
DeepSeek V4 Launch: Open‑Source Model Beats Closed‑Source Leaders in Coding & Math, 1.6 T Params, 1 M Context
ZhiKe AI
ZhiKe AI
Apr 23, 2026 · Artificial Intelligence

Why Hermes Agent’s 90K GitHub Stars Could Overtake OpenClaw

Hermes Agent, launched in February 2026, quickly amassed over 90,000 GitHub stars and a 3,670% weekly growth, while OpenClaw’s growth stalled; the article analyzes Hermes’s self‑evolving architecture, persistent multi‑layer memory, automatic skill generation, 200+ model support and zero‑CVE security that together explain its potential to replace OpenClaw.

Hermes AgentOpenClawai-agent
0 likes · 8 min read
Why Hermes Agent’s 90K GitHub Stars Could Overtake OpenClaw
ZhiKe AI
ZhiKe AI
Apr 22, 2026 · Artificial Intelligence

Why Harness Engineering Is the Hottest AI Engineering Paradigm in 2026

The article explains how the emerging "Harness Engineering" paradigm—highlighted by OpenAI, Stripe and Anthropic—shifts AI development from prompt tweaking to building full control systems, promising ten‑fold efficiency gains, new architectural components, and both opportunities and risks for developers.

AI EngineeringAutomationHarness Engineering
0 likes · 9 min read
Why Harness Engineering Is the Hottest AI Engineering Paradigm in 2026
ZhiKe AI
ZhiKe AI
Apr 21, 2026 · Artificial Intelligence

Open-Source Kimi K2.6 Beats GPT‑5.4 and Claude Opus 4.6 in Code Generation

Kimi K2.6, an open‑source Chinese LLM, outperforms GPT‑5.4 and Claude Opus 4.6 on SWE‑Bench Pro code tests, delivers 13‑hour uninterrupted coding, runs 300 parallel agents, and costs only one‑twentieth of comparable closed‑source models, while offering a trillion‑parameter MoE architecture and Apache 2.0 licensing.

AI model benchmarksApache-2.0Kimi K2.6
0 likes · 9 min read
Open-Source Kimi K2.6 Beats GPT‑5.4 and Claude Opus 4.6 in Code Generation
ZhiKe AI
ZhiKe AI
Apr 20, 2026 · Industry Insights

What Is an OPC? Preparing for the One‑Person Company Era

The article defines OPC (One‑Person Company) as a solo founder backed by AI agents, presents data showing its rapid rise, explains why AI maturity, low startup costs, and supportive policies fuel its growth, compares it with traditional firms, outlines a nine‑layer tech stack, warns of common pitfalls, and offers a decision tree to assess personal suitability.

AI agentsBusiness ModelEntrepreneurship
0 likes · 9 min read
What Is an OPC? Preparing for the One‑Person Company Era