AI Coding
30 articles tagged with this topic
Two Years On, AI Coding Still Has 4 Pitfalls — Bottleneck Was Never the Model
A Juejin roundup lists AI coding's 4 most common pitfalls. Two years on, code comes out faster — but judging whether it's correct still has no shortcu
AI Wrote a Million Lines. The Hard Part Was the Scaffolding — Paul Dix
Via Simon Willison, Paul Dix: 1M lines of AI-written code shipped to millions of dev machines. The real challenge wasn't the AI — it was the scaffoldi
AI Coding Tools Are More Capable — Engineers Want Auditing, Not Stronger Models
AI coding tools now edit files and run commands. Claude Code Hooks intercept at key checkpoints — an unavoidable governance issue for enterprise AI ag
Vibe Coding's First-Week Rush Ends in Mass Rework — Developers Draw Blueprints
Vibe Coding is AI coding's hottest style—week one thrills, week two breaks. A developer self-rescued with SDD. Anyone using AI to code should care.
OpenCode Frozen by DeepSeek Folder — The Shoddy Reality Under AI Tool Halos
OpenCode CLI froze due to a DeepSeek CLI folder forming a junction loop. A revealing look at AI tool ecosystem fragility.
Qwen 27B Takes 4 Hours Locally, Cloud Claude 21 Minutes — The Gap Isn't Hardware
39K lines of C: local Qwen 3 27B in 4 hours, cloud Claude Opus 5 in 21 minutes. Same weights, two harnesses, both broken. Problem isn't the GPU.
Open-Source Maintainer Uses AI to Unearth 281-Day Crash Bug
Maintainer built a single-file HTML triage tool with TRAE Work AI; a 281-day-old, zero-reply crash bug resurfaced across Gitee, GitHub, AtomGit.
Qwen 27B Local Coding Test: Two AI Coding Agents, Surprisingly Wide Gap
On an RTX 3090, a developer ran two AI coding Agents on Qwen 27B. PI Agent won on resources and context, showing open-source LLMs can run Agent tasks.
30-Min AI Site, 23-Min DDoS Death: Vibe Coding Isn't Production-Ready
A solo dev shipped a rating site in 30 min using Vibe Coding. DDoS killed it in 23 — they couldn't even log in. AI writing code ≠ shipping a product.
After a year of AI coding, senior developers admit: judgment beats prompts
Juejin's AI coding series sums up 6 days in 3 principles: AI isn't an answer machine, write clear specs, verify all output. Real barrier isn't tools—i
Qwen 3.8 Max's Most Underrated Skill: Knowing What NOT to Build
Qwen 3.8 Max wins overseas praise as "best at knowing what not to do." A Chinese bet on planning and restraint over parameter wars.
AI Coding's Real Bottleneck Is Workflow, Not AI: 5 Pitfalls Exposed
A Juejin article distills 5 AI coding pitfalls exposing deeper workflow flaws—not skill gaps, but process gaps in enterprise AI adoption.
AI Coding Speeds Up, Projects Lock Up in 3 Months — DDD Returns
AI coding tools multiply output, but AI-written projects hit an untouchable state within 3 months. Engineers are reviving Domain-Driven Design.
AI Auto-Coding Keeps Failing — Not the Model. Your Loop Engineering Is Broken
Project success hinges on workflow, not model strength. Juejin breaks down three engineering cards via an Android login module. Practical for AI teams
AI Coding Now Feels Like Outsourcing: The Problem Isn't the AI, It's Your Missing Blueprint
"Vibe coding" lets AI run free, but results often mean five rounds of back-and-forth and persistent bugs. SDD is being rediscovered—and becoming the n
GPT-5.6 Fails Code Refactor — One Week of Tokens Wasted, Exposing LLMs' Engineering Blind Spots
Dev handed Opus 4.8's refactor to GPT-5.6, burned a week's tokens, dug deeper holes, and watched the AI deny fault until pinned down.
Time Saved by AI Coding Is Eaten Up by Manual Review — A PHP Developer's Reinvention Diary
A PHP engineer using Claude Code and Codex to pivot to Golang shipped zero code in episode 58 of his series, after manually rewriting AI-generated con
Anthropic's Code w/ Claude 2026 Signals AI Coding Shifts to Real-World Implementation
Anthropic hosts Code w/ Claude 2026, betting on AI coding tools. This marks LLM firms shifting from parameter wars to dev ecosystems, with coding as t
Google Multi-Agent Speeds Code Migration 6x: From Functions to Engineering
Google multi-AI agents accelerate TensorFlow to JAX migration 6x. AI proves it can handle systemic engineering tasks taking months of manual labor.
OpenAI Codex /goal Command: Unattended Long-Task AI Coding Arrives
OpenAI adds /goal to Codex CLI for unattended continuous task execution. AI coding shifts from Q&A to goal-driven work, but cost overruns and drift ri
Ideas Stuck on No Coder? AI Leaders Say Coding Is Solved
AI leaders agree coding is solved but debate the next bottleneck. For non-tech founders, knowing what to build is the new moat—and our entry point.
Claude Code Exposes 4 Sub-Agent Isolation Tiers: Anthropic Teaches AI Teamwork
Claude Code reveals 4 sub-agent isolation tiers, from coroutines to tmux. It's the core engineering challenge for AI coding shifting from solo to team
Re-embrace Small Steps: Incremental Verification Beats One-Shot AI Coding
A Node.js article breaks dev into 5 stages, proving "contract-first, small steps" discipline is safer than letting AI generate entire projects at once
Anthropic Adds 83 Commands to Claude Code: Terminal AI as the New Dev OS
Claude Code's 83 slash commands turn the AI assistant from a chatbox into a terminal OS, signaling AI tools' penetration into low-level workflows.
Curing AI Coding Amnesia: Context Engineering Replaces Prompting as Production Key
AI coding assistants forget each new chat. Context engineering—systematically assembling AI info—now determines output quality more than prompting.
Cursor Token Guide: 80% of Bills Wasted on Context; AI Coding's Crude Era Ends
Cursor token guide: 80% of bills burned on invalid context, not thinking. AI coding shifts from crude usage to precise accounting; context management
GitNexus Gives AI Coders the Big Picture — Open Source Tackles Blind Code Edits
GitNexus indexes repos into knowledge graphs via MCP, letting AI check impact before editing. Zero token indexing—a leap from writing to reading code.
Cursor Opens AI Coding Core: Tools Shift From Product to Platform
Cursor's SDK opens its AI coding Agent core stack. Tools evolve from editor features to embeddable infrastructure—competition shifts from product to p
RTX 5080 Sparks Local Coding Debate: Consumer GPUs Start Taking Cloud AI's Jobs
r/LocalLLaMA debates RTX 5080+64GB RAM for quantized coding. Moving AI off-cloud turns consumer hardware into AI coding infrastructure managers must w
AI Coding Burns Cash Fast — Uber's Lesson for Your Budget
Uber burned a 2-year AI coding budget in 4 months — pay-per-use with no cap. Set monthly spend limits before the bill shocks you.