Medium

Chew Loong Nian - AI ENGINEER

In

Towards AI

by

Chew Loong Nian - AI ENGINEER

·

2h ago

Why Your Self-Hosted vLLM Server Never Says No

Why Your Self-Hosted vLLM Server Never Says No

In

Towards AI

by

Chew Loong Nian - AI ENGINEER

·

1d ago

Claude Code Missed $800K in Contracts. Here’s How to Check Yours

An AlixPartners talk showed how messy contract data fooled Claude Code. In 510 real contracts, 18% auto-renew with a notice period, so the…

Claude Code Missed $800K in Contracts. Here’s How to Check Yours

Chew Loong Nian - AI ENGINEER

·

1d ago

How to Catch GPT and Llama Making Up Numbers

How to Catch GPT and Llama Making Up Numbers

Chew Loong Nian - AI ENGINEER

·

3d ago

Claude Doesn't Need "Think Step by Step" Anymore. Here's What to Cut

Anthropic’s Lance Martin says old prompt habits now cost tokens and quality. I turned Claude Code’s own audit checklist into a free script…

Claude Doesn't Need "Think Step by Step" Anymore. Here's What to Cut

In

Towards AI

by

Chew Loong Nian - AI ENGINEER

·

4d ago

A Netflix Scientist Says Resample Your LLM Judge. 5 Runs Cut the Error Bar 13%

A Netflix Scientist Says Resample Your LLM Judge. 5 Runs Cut the Error Bar 13%

In

Towards AI

by

Chew Loong Nian - AI ENGINEER

·

5d ago

Why Cheap Kimi Agents Only Beat GPT-5.5 on a Small Budget

Ramp ran GPT-5.5, Kimi K2.6 and DeepSeek V4 Pro 25 times each on 7 real security bugs. For the same money at 5x, Kimi finds 4.06 bugs on…

Why Cheap Kimi Agents Only Beat GPT-5.5 on a Small Budget

In

Towards AI

by

Chew Loong Nian - AI ENGINEER

·

6d ago

Your Claude Agent Costs 9x More Without Prompt Caching

Your Claude Agent Costs 9x More Without Prompt Caching

Chew Loong Nian - AI ENGINEER

·

Nov 3

How to Stop Claude Code From Deleting Your Production Database

A valid Railway token let an AI agent wipe a database in 9 seconds. Railway’s API has 233 write calls; a “delete” deny-list catches 47. A…

How to Stop Claude Code From Deleting Your Production Database

Chew Loong Nian - AI ENGINEER

·

Nov 1

Excel Files Your AI Agent Writes in Python Have No Numbers in Them

Excel Files Your AI Agent Writes in Python Have No Numbers in Them

Chew Loong Nian - AI ENGINEER

·

Nov 1

Why DeepSeek's Super Agent Listens to Anyone Who Comments on Its PRs

Why DeepSeek's Super Agent Listens to Anyone Who Comments on Its PRs

Chew Loong Nian - AI ENGINEER

Chew Loong Nian - AI ENGINEER

I build LinkDigest: turn any TikTok, YouTube, Xiaohongshu, Douyin or X link into searchable text. Markdown, JSON, MCP. linkdigest.dev | Daily LLM deep-dives.

Following

Help

Status

About

Careers

Press

Blog

Store

Privacy

Rules

Terms

Text to speech