BestHub
Sign in
Collection size
96 articles
Page 3 of 5
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Feb 13, 2026 · Artificial Intelligence

CVE-Factory: Scaling Expert‑Level Security Task Synthesis for Code Agents

The talk introduces CVE-Factory, a framework that automatically converts sparse CVE metadata into high‑quality, executable security tasks for code agents, achieving 95% solution correctness, 96% environment fidelity, and a 66.2% verification rate on real vulnerabilities, while also releasing the LiveCVEBench benchmark and over 1,000 training environments that boost LLM performance dramatically.

AI safetyCVE-FactoryLiveCVEBench
0 likes · 4 min read
CVE-Factory: Scaling Expert‑Level Security Task Synthesis for Code Agents
Java Web Project
Java Web Project
Mar 10, 2026 · Industry Insights

Why AI‑Generated Code Still Needs a Post‑Processing Engineer

The article analyzes how large‑model code generators can quickly produce 80‑point prototypes but still require skilled engineers to fix missing logic, boundary cases, security flaws, and performance issues, turning shaky AI output into reliable, production‑ready software.

AI code generationAutonomous Agentsindustry insight
0 likes · 9 min read
Why AI‑Generated Code Still Needs a Post‑Processing Engineer
ITPUB
ITPUB
May 16, 2026 · Artificial Intelligence

Managing AI‑Generated Code with an Agent‑Based Evaluation Framework: Lessons from Refactoring 310 K Lines

When over 90% of a codebase is produced by AI, the authors show how a unified "people‑align → human‑machine‑align" approach, driven by evaluation agents, transforms technical debt into incremental business work, enabling continuous refactoring, AI‑friendly standards, and a sustainable engineering environment.

AI codingAI governanceAgent Evaluation
0 likes · 21 min read
Managing AI‑Generated Code with an Agent‑Based Evaluation Framework: Lessons from Refactoring 310 K Lines
Digital Planet
Digital Planet
Mar 29, 2026 · Artificial Intelligence

Can AI Really Erase Technical Debt? Uncovering Hidden Risks of Smart Agents

This article critically examines whether AI agents can eliminate legacy technical debt, revealing that while AI can accelerate debt repayment, it also creates new forms of debt such as prompt, data‑dependency, orchestration, and compliance liabilities, and ultimately amplifies longstanding management challenges.

AIAI agentsAutomation
0 likes · 13 min read
Can AI Really Erase Technical Debt? Uncovering Hidden Risks of Smart Agents
Tencent Technical Engineering
Tencent Technical Engineering
Apr 10, 2025 · Information Security

AI-Generated Code Introduces XSS Vulnerabilities: A Case Study and Security Guidance

The Woodpecker team shows that AI‑generated code, exemplified by Simon Willison’s HTML slideshow tool, can embed unsanitized inputs that create exploitable XSS flaws, and they recommend zero‑trust AI prompts, rigorous input filtering, CSP, AI‑assisted scanning, and secure supply‑chain practices to mitigate such risks.

AI securityCSPSimon Willison
0 likes · 9 min read
AI-Generated Code Introduces XSS Vulnerabilities: A Case Study and Security Guidance
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Mar 1, 2024 · Frontend Development

AI in Frontend Development: Code Generation, Testing, Code Review, Low‑Code, and Business Applications

This article reviews the rapid rise of generative AI in 2023 and explores its impact on frontend development, covering AI‑driven code generation, testing, code review, low‑code platforms, business workflows, challenges, practical experiences, and future prospects for developers and teams.

AIFrontend Developmentcode review
0 likes · 30 min read
AI in Frontend Development: Code Generation, Testing, Code Review, Low‑Code, and Business Applications
Architecture Musings
Architecture Musings
Apr 20, 2026 · Industry Insights

ThoughtWorks Technology Radar Vol. 34: Engineering Practices and Cognitive Shifts in the Agent Era

The article analyses ThoughtWorks' 34th Technology Radar, revealing how the rise of AI agents forces a reassessment of software engineering fundamentals, introduces semantic diffusion, cognitive debt, security risks, and highlights both newly adopted tools like Kafbat UI and Typer and a set of cautionary practices that demand tighter control and context engineering.

AIAgent SystemsCognitive Debt
0 likes · 34 min read
ThoughtWorks Technology Radar Vol. 34: Engineering Practices and Cognitive Shifts in the Agent Era
Meituan Technology Team
Meituan Technology Team
May 7, 2026 · R&D Management

Managing AI‑Generated Code with Agent‑Based Evaluation: Refactoring 310K Lines of Code

When over 90% of a codebase is produced by AI, system quality hinges on constraining AI rather than speed, and this article details how a team used an agent‑based evaluation framework, unified standards, and incremental refactoring to turn 310,000 lines of AI‑written code into a maintainable, low‑debt system.

AI codingAI governanceAgent Evaluation
0 likes · 21 min read
Managing AI‑Generated Code with Agent‑Based Evaluation: Refactoring 310K Lines of Code
21CTO
21CTO
May 12, 2026 · Information Security

cURL Founder Tests Anthropic Mythos on 176K Lines of C Code, Finds Only One Low‑Severity Vulnerability

In a detailed blog post, curl creator Daniel Stenberg evaluated Anthropic’s AI security model Mythos by scanning 176,000 lines of curl’s C code, uncovering five reported issues that collapsed to a single low‑severity CVE after manual verification, and concluded that the model’s hype far exceeds its actual capability.

AI code analysisAnthropic MythosC language
0 likes · 10 min read
cURL Founder Tests Anthropic Mythos on 176K Lines of C Code, Finds Only One Low‑Severity Vulnerability
Tencent Architect
Tencent Architect
Apr 22, 2026 · Backend Development

Can AI Safely Write Code for High‑Risk Backend Systems? Lessons from Tencent’s CDN

This article analyses how Tencent applied AI coding to its massive, high‑risk CDN LEGO backend, built a Rust‑based Nonstop proxy to probe AI limits, designed a five‑layer Harness Engineering framework with multi‑model adversarial review, identified concrete failure modes, and quantified efficiency gains while redefining developer roles.

AI codingAI safetyBackend Development
0 likes · 20 min read
Can AI Safely Write Code for High‑Risk Backend Systems? Lessons from Tencent’s CDN
Tencent Technical Engineering
Tencent Technical Engineering
Apr 21, 2026 · Backend Development

Can AI Safely Write Code for High‑Risk Backend Systems? Lessons from Tencent’s CDN LEGO Project

When AI coding hype focuses on front‑end page generation, the real challenge is whether AI can be trusted to write code for a million‑line, high‑availability CDN backend; this article details Tencent’s systematic exploration, a 20‑day Rust proxy prototype, a five‑layer Harness Engineering framework, and concrete data showing both breakthroughs and remaining risks.

AI codingBackend DevelopmentHarness Engineering
0 likes · 25 min read
Can AI Safely Write Code for High‑Risk Backend Systems? Lessons from Tencent’s CDN LEGO Project
ITPUB
ITPUB
May 15, 2026 · Industry Insights

Six Months of AI Coding Made Me Forget How to Write a Laravel API

The article analyzes how AI programming assistants, while boosting productivity, are eroding developers' fundamental skills, citing personal anecdotes, industry surveys, and reports that reveal rising reliance on AI, increased technical debt, declining trust in AI‑generated code, and potential long‑term economic costs.

AI codingAI-generated codedeveloper skills
0 likes · 9 min read
Six Months of AI Coding Made Me Forget How to Write a Laravel API
Java Tech Enthusiast
Java Tech Enthusiast
Mar 28, 2026 · Industry Insights

Can AI‑Generated Code Join Open Source? Debian’s Ongoing Debate

Debian’s community is debating whether AI‑generated contributions should be accepted, outlining three core rules, exploring the impact on newcomer onboarding, questioning the trustworthiness of AI tools, and ultimately postponing a decision while highlighting deeper governance challenges for the open‑source ecosystem.

AI ethicsAI-generated codeDebian
0 likes · 9 min read
Can AI‑Generated Code Join Open Source? Debian’s Ongoing Debate
dbaplus Community
dbaplus Community
Jun 11, 2026 · Backend Development

Can You Trust AI to Code a Million‑Line Backend System? Lessons from Tencent’s LEGO Harness Engineering

This article examines whether AI can safely generate code for Tencent’s massive LEGO CDN backend—over a million lines of core code and three million lines of third‑party libraries—by detailing the challenges, a systematic five‑layer Harness Engineering architecture, concrete constraints, multi‑model code review, and the measurable efficiency gains and remaining risks.

AI codingHarness Engineeringbackend systems
0 likes · 25 min read
Can You Trust AI to Code a Million‑Line Backend System? Lessons from Tencent’s LEGO Harness Engineering
AntTech
AntTech
Jun 23, 2025 · Artificial Intelligence

Can AI Auditors Ensure Reliable Software? Highlights from EXPRESS 2025 at ISSTA

The EXPRESS 2025 workshop at ISSTA in Norway will showcase AI‑driven code auditing, present cutting‑edge research on trustworthy software systems, and invite researchers and practitioners to discuss transparency, reliability, and security challenges in modern software engineering.

AI auditingCode AnalysisISSTA 2025
0 likes · 5 min read
Can AI Auditors Ensure Reliable Software? Highlights from EXPRESS 2025 at ISSTA
21CTO
21CTO
Mar 5, 2024 · Artificial Intelligence

Can Generative AI Replace Human Programmers? LLM Insights & Future of Coding

The article examines why large language models (LLMs) cannot fully replace human programmers, compares major models like Gemma, Code Llama, GPT‑4 and Claude, discusses trust and copyright concerns, and explores how smaller, specialized LLMs may shape the future of software development.

AI ethicsCode GenerationGenerative AI
0 likes · 7 min read
Can Generative AI Replace Human Programmers? LLM Insights & Future of Coding