惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

C
Check Point Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
博客园 - 聂微东
月光博客
月光博客
博客园 - 司徒正美
爱范儿
爱范儿
aimingoo的专栏
aimingoo的专栏
量子位
Recent Announcements
Recent Announcements
V
V2EX
P
Proofpoint News Feed
小众软件
小众软件
云风的 BLOG
云风的 BLOG
腾讯CDC
宝玉的分享
宝玉的分享
Microsoft Azure Blog
Microsoft Azure Blog
大猫的无限游戏
大猫的无限游戏
Vercel News
Vercel News
The GitHub Blog
The GitHub Blog
A
About on SuperTechFans
B
Blog
博客园_首页
GbyAI
GbyAI
博客园 - Franky

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
Why flag_shih_tzu is changing its default SQL for bit flags
Peter H. Bol · 2026-05-27 · via DEV Community

flag_shih_tzu stores many boolean attributes in one integer column. Each boolean gets one bit 〰️ well that used to be true 〰️ v1.0.0 supports multi-bit flags, ternary, or even more for enum flags! 〰️ anyways, not the point of this article, so let's keep going:

class User < ApplicationRecord
  include FlagShihTzu

  has_flags 1 => :warpdrive,
    2 => :shields
end

Enter fullscreen mode Exit fullscreen mode

Historically, the gem's default SQL for querying one flag used an IN() list.
For warpdrive, the condition looked like this:

users.flags in (1,3)

Enter fullscreen mode Exit fullscreen mode

That is correct while the application knows about exactly two flags. The
possible values where bit 1 is enabled are 1 and 3.

The problem appears when flags are added during a rolling deploy.

The deploy that breaks old queries

Suppose the next version of the app adds a new flag:

class User < ApplicationRecord
  include FlagShihTzu

  has_flags 1 => :warpdrive,
    2 => :shields,
    3 => :premium
end

Enter fullscreen mode Exit fullscreen mode

In the same deploy, a migration or background job sets the new bit for existing
rows:

UPDATE users
SET flags = flags | 4
WHERE created_at < '2026-01-01'

Enter fullscreen mode Exit fullscreen mode

A user that previously had only warpdrive moved from flags = 1 to
flags = 5.

During a rolling deploy, old application processes may still be serving
requests. Those old processes still think only two flags exist, so they still
query warpdrive with:

users.flags in (1,3)

Enter fullscreen mode Exit fullscreen mode

That query no longer returns the flags = 5 row, even though the warpdrive
bit is still set.

That is the bug. Nothing is wrong with the row. The old query is too dependent
on knowing every possible future flag combination.

Bit operators match the model

The next major flag_shih_tzu release changes the default query mode to
:bit_operator.

The same warpdrive query becomes:

users.flags & 1 = 1

Enter fullscreen mode Exit fullscreen mode

That condition asks the database the same question the application asks:
"is this bit set?"

It keeps working if the row is 1, 3, 5, 7, or any future value with
the warpdrive bit enabled.

For negated scopes, the generated SQL becomes:

users.flags & 1 = 0

Enter fullscreen mode Exit fullscreen mode

Chained flag conditions also use bit checks by default, so a query for
warpdrive and shields becomes:

users.flags & 1 = 1 AND users.flags & 2 = 2

Enter fullscreen mode Exit fullscreen mode

This is a breaking change

This changes generated SQL, so it belongs in a major release.

Most application code should not need to change. Calls like
User.warpdrive, User.not_warpdrive, and User.warpdrive_condition keep the
same Ruby API. The SQL string and database query plan may change.

If your application depends on the old SQL shape, you can opt back in globally:

FlagShihTzu.default_flag_query_mode = :in_list

Enter fullscreen mode Exit fullscreen mode

Or per model declaration:

has_flags 1 => :warpdrive,
  2 => :shields,
  flag_query_mode: :in_list

Enter fullscreen mode Exit fullscreen mode

The old mode is still supported. It is just no longer the safest default.

Performance tradeoff

An IN() list can be faster for some databases and indexes when the set of
flags is small and fixed. A bit operation may not use the same index strategy.

That tradeoff is real. But defaults should protect correctness first.

If your app has a fixed set of flags and you have measured that IN() lists
perform better for your workload, keep using :in_list.

If your app may add flags over time, especially during rolling deploys, the new
default avoids a subtle class of production bugs.

Why this matters

Bit flags are attractive because they let applications add boolean features
without changing table schemas. That benefit is only complete if the query
strategy also tolerates new flags appearing while old app processes are still
alive.

flags & bit = bit does that. flags in (known_combinations) does not.

That is why flag_shih_tzu is making :bit_operator the default.