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AI Engineering
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AI Engineering

Focused on cutting‑edge product and technology information and practical experience sharing in the AI field (large models, MLOps/LLMOps, AI application development, AI infrastructure).

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Latest from AI Engineering

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AI Engineering
AI Engineering
Mar 29, 2026 · Artificial Intelligence

Sahil Lavingia Turns His Bestseller “The Minimalist Entrepreneur” into 9 Claude Agent Skills

Gumroad founder Sahil Lavingia has converted the key concepts of his book The Minimalist Entrepreneur into nine executable Claude Code skills—ranging from community discovery to pricing and sustainable growth—providing a hands‑on, command‑driven workflow that complements, but does not replace, entrepreneurial thinking.

AIAgent SkillsAutomation
0 likes · 3 min read
Sahil Lavingia Turns His Bestseller “The Minimalist Entrepreneur” into 9 Claude Agent Skills
AI Engineering
AI Engineering
Mar 27, 2026 · Artificial Intelligence

How Hyperagents Enable AI to Self‑Improve Its Own Improvement Process

Meta's Hyperagents paper introduces a self‑modifying AI architecture that lets task agents and meta‑agents coexist, allowing the system to not only solve tasks but also evolve the very mechanisms of its own improvement across multiple domains.

DGM-HHyperagentscross-domain transfer
0 likes · 8 min read
How Hyperagents Enable AI to Self‑Improve Its Own Improvement Process
AI Engineering
AI Engineering
Mar 25, 2026 · Artificial Intelligence

Is “Harness Engineering” Just Rebranded Engineering Common Sense?

The article examines the hype around “harness engineering” in LLM workflows, showing through SGLang’s multi‑agent experience that the approach merely repackages established software‑engineering principles such as separation of concerns, docs‑as‑code, and structured routing, and discusses its limits and future implications.

Harness EngineeringLLMMulti-agent
0 likes · 8 min read
Is “Harness Engineering” Just Rebranded Engineering Common Sense?
AI Engineering
AI Engineering
Mar 25, 2026 · Information Security

LiteLLM Supply‑Chain Attack Exposes API Keys – What the Malicious PyPI Packages Do

The article details how compromised LiteLLM versions 1.82.7 and 1.82.8 on PyPI embed a malicious .pth file that runs on every Python start, harvests credentials, exfiltrates them via an unauthenticated endpoint, and creates Kubernetes pods for lateral movement, then provides detection and remediation steps.

Information SecurityKubernetesLiteLLM
0 likes · 6 min read
LiteLLM Supply‑Chain Attack Exposes API Keys – What the Malicious PyPI Packages Do
AI Engineering
AI Engineering
Mar 24, 2026 · Artificial Intelligence

112 Ready‑Made OpenClaw Skills That Turn Your Agent into a Full‑Time Butler

ClawFlows, an open‑source project for OpenClaw agents, offers 112 pre‑built skill packages ranging from smart‑home control and schedule management to email handling and financial tracking, installable with a single curl command, and customizable via markdown workflow files, though quality varies and security should be assessed.

AI agentsAutomationOpenClaw
0 likes · 4 min read
112 Ready‑Made OpenClaw Skills That Turn Your Agent into a Full‑Time Butler
AI Engineering
AI Engineering
Mar 24, 2026 · Product Management

Why Traditional PM Assumptions Are Dead: Inside Anthropic’s Product Management

Anthropic’s product manager Cat Wu shows that rapid AI model advances force a shift from long‑term roadmaps to short‑cycle planning, prototype‑first development, continual re‑evaluation of features, and minimal viable solutions, demanding PMs to abandon perfectionism and focus on decisive, judgment‑driven work.

AIAnthropicClaude Code
0 likes · 6 min read
Why Traditional PM Assumptions Are Dead: Inside Anthropic’s Product Management
AI Engineering
AI Engineering
Mar 22, 2026 · Artificial Intelligence

How MiniMax’s Open‑Source Skills Boost AI Code Quality to Senior Engineer Level

MiniMax has released an open‑source skills repository that guides AI through complete development workflows—from requirement analysis to production‑grade code—covering frontend, full‑stack, mobile, shader, and document generation tasks, with support for Claude Code, Cursor, Codex, and OpenCode, and reports 97% task adherence on complex tasks.

AI code generationClaudeCodex
0 likes · 4 min read
How MiniMax’s Open‑Source Skills Boost AI Code Quality to Senior Engineer Level
AI Engineering
AI Engineering
Mar 22, 2026 · R&D Management

When Code Is Free, How Engineers Stay Valuable – Simon’s Engineering Patterns

The guide reveals that while AI agents have reduced code generation costs to near zero, the true expense lies in ensuring quality, requiring engineers to shift from writing code to defining problems, designing agentic systems, and applying rigorous testing patterns such as red‑green TDD, context‑managed sub‑agents, and advanced Git workflows.

AI coding agentsAgentic EngineeringCognitive debt
0 likes · 10 min read
When Code Is Free, How Engineers Stay Valuable – Simon’s Engineering Patterns
AI Engineering
AI Engineering
Mar 21, 2026 · Industry Insights

Is Cursor’s Composer 2 Powered by Kimi? The Truth Is More Complex

A developer uncovered that Cursor’s Composer 2 actually runs on the Kimi K2.5 model with reinforcement learning, prompting a rapid licensing dispute that ended with official confirmation and highlights the opaque yet collaborative nature of today’s open AI model ecosystem.

AI model licensingComposer 2Cursor
0 likes · 4 min read
Is Cursor’s Composer 2 Powered by Kimi? The Truth Is More Complex