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Column: Postgres Mage
·470 words·3 mins
Navigation of articles about PostgreSQL development, administration, principles, ecosystem, tools, architecture design, performance optimization, troubleshooting, and more.

Column: Database Guru
·488 words·1 min
The database world is full of hype and marketing fog. This column cuts through it with blunt commentary, case studies, and technical deep dives.

Column: Cloud-Exit
·438 words·3 mins
A whole generation of developers has been told “cloud-first.” This column collects data, case studies, and commentary on the real economics—and traps—of public cloud rental models.

Pigsty v4.0: Into the AI Era
·4987 words·24 mins
Pigsty v4.0 is a milestone release — what I’d call “Finished Software.” The real theme: Built for AI Agents and enabling the DBA Agent.

The Great Software Meltdown: When Translation Layers Get Squashed
·1412 words·7 mins
SaaS and workflow software are dead. From APPs & GUIs to Agents, Databases, and CLI.


From AGPL to Apache: Why I Changed Pigsty's License
·1719 words·9 mins
Pigsty switched from AGPLv3 to Apache 2.0. Aren’t you worried about freeloaders? Freeloaders welcome — if you want to become the Debian of databases, a permissive license is table stakes.

Agent OS: We're Building DOS Again
·3053 words·15 mins
LLM = CPU. Context = RAM. Database = Disk. Agent = App. The mapping is surprisingly clean. And if OS history is any guide, we may know what comes next — and what’s still missing.

Claude Code Observability
·655 words·4 mins
Yesterday I tweeted: “Built a Claude Code Grafana dashboard to see how it makes decisions, uses tools, and burns through API credits.” Didn’t expect so much interest.
So let’s talk about Claude Code observability.

Claude Code Quick Start: Using Alternative LLMs at 1/10 the Cost
How to install and use Claude Code? How to achieve similar results at 1/10 of Claude’s cost with alternative models? A one-liner to get CC up and running!

Git for Data: Instant PostgreSQL Database Cloning
·1668 words·8 mins
How to instantly clone a massive PostgreSQL database without consuming extra storage? PostgreSQL 18 and XFS can spark some serious magic.

Did RedNote Exit the Cloud?
·2317 words·5 mins
When a company that was “born on the cloud” goes “self-host first,” does that count as cloud exit? A repost of a deleted piece on the infrastructure coming-of-age for China’s internet giants.

Data 2025: The year in review with Mike Stonebraker
A conversation between Mike Stonebraker (MIT CSAIL, Turing Award Winner, Creator of PostgreSQL), Andy Pavlo (Carnegie Mellon University), and the DBOS team.

MySQL and Baijiu: The Internet’s Obedience Test
MySQL is to the internet what baijiu is to China: harsh, hard to swallow, yet worshipped because culture demands obedience. Both are loyalty tests—will you endure discomfort to fit in?

Victoria: The Observability Stack That Slaps the Industry
·645 words·4 mins
VictoriaMetrics is brutally efficient—using a fraction of Prometheus + Loki’s resources for multiples of the performance. Pigsty v4 swaps to the Victoria stack; here’s the beta for anyone eager to try it.

MinIO Is Dead. Who Picks Up the Pieces?
MinIO just entered maintenance mode. What replaces it? Can RustFS step in? I tested the contenders so you don’t have to.

Alipay, Taobao, Xianyu Went Dark. Smells Like a Message Queue Meltdown.
·686 words·4 mins
Dec 4, 2025, Taobao, Alipay, and Xianyu all cratered. Users got charged while orders still showed “unpaid,” a carbon copy of the 2024 Double-11 fiasco.

MinIO is Dead
·1710 words·9 mins
MinIO announces it is entering maintenance mode, the dragon-slayer has become the dragon – how MinIO transformed from an open-source S3 alternative to just another commercial software company

Pigsty v3.7: Magneto Award and PG18 Ready
·1344 words·7 mins
PostgreSQL 18 becomes the default version, EL10 and Debian 13 support added, extensions reach 437, and Pigsty wins the PostgreSQL Magneto Award.

When Answers Become Abundant, Questions Become the New Currency
·1679 words·4 mins
Your ability to ask questions—and your taste in what to ask—determines your position in the AI era. When answers become commodities, good questions become the new wealth. We are living in the moment this prophecy comes true.

Why PostgreSQL Will Dominate the AI Era
·1162 words·6 mins
Context window economics, the polyglot persistence problem, and the triumph of zero-glue architecture make PostgreSQL the database king of the AI era.

Forging a China-Rooted, Global PostgreSQL Distro
·532 words·3 mins
PostgreSQL already won. The real battle is the distro layer. Will Chinese developers watch from the sideline or craft a PG “Ubuntu” for the world?

On Trusting Open-Source Supply Chains
·750 words·4 mins
In serious production you can’t rely on an upstream that explicitly says “no guarantees.” When someone says “don’t count on me,” the right answer is “then I’ll run it myself.”

Don't Run Docker Postgres for Production!
·1876 words·9 mins
Tons of users running the official docker postgres image got burned during recent minor version upgrades. A friendly reminder: think twice before containerizing production databases.

Column: Postgres Mage
·470 words·3 mins
Navigation of articles about PostgreSQL development, administration, principles, ecosystem, tools, architecture design, performance optimization, troubleshooting, and more.

Column: Database Guru
·488 words·1 min
The database world is full of hype and marketing fog. This column cuts through it with blunt commentary, case studies, and technical deep dives.

Column: Cloud-Exit
·438 words·3 mins
A whole generation of developers has been told “cloud-first.” This column collects data, case studies, and commentary on the real economics—and traps—of public cloud rental models.

Pigsty v4.0: Into the AI Era
·4987 words·24 mins
Pigsty v4.0 is a milestone release — what I’d call “Finished Software.” The real theme: Built for AI Agents and enabling the DBA Agent.

The Great Software Meltdown: When Translation Layers Get Squashed
·1412 words·7 mins
SaaS and workflow software are dead. From APPs & GUIs to Agents, Databases, and CLI.


From AGPL to Apache: Why I Changed Pigsty's License
·1719 words·9 mins
Pigsty switched from AGPLv3 to Apache 2.0. Aren’t you worried about freeloaders? Freeloaders welcome — if you want to become the Debian of databases, a permissive license is table stakes.

Agent OS: We're Building DOS Again
·3053 words·15 mins
LLM = CPU. Context = RAM. Database = Disk. Agent = App. The mapping is surprisingly clean. And if OS history is any guide, we may know what comes next — and what’s still missing.

Claude Code Observability
·655 words·4 mins
Yesterday I tweeted: “Built a Claude Code Grafana dashboard to see how it makes decisions, uses tools, and burns through API credits.” Didn’t expect so much interest.
So let’s talk about Claude Code observability.

Claude Code Quick Start: Using Alternative LLMs at 1/10 the Cost
How to install and use Claude Code? How to achieve similar results at 1/10 of Claude’s cost with alternative models? A one-liner to get CC up and running!

Git for Data: Instant PostgreSQL Database Cloning
·1668 words·8 mins
How to instantly clone a massive PostgreSQL database without consuming extra storage? PostgreSQL 18 and XFS can spark some serious magic.

Did RedNote Exit the Cloud?
·2317 words·5 mins
When a company that was “born on the cloud” goes “self-host first,” does that count as cloud exit? A repost of a deleted piece on the infrastructure coming-of-age for China’s internet giants.

Data 2025: The year in review with Mike Stonebraker
A conversation between Mike Stonebraker (MIT CSAIL, Turing Award Winner, Creator of PostgreSQL), Andy Pavlo (Carnegie Mellon University), and the DBOS team.

MySQL and Baijiu: The Internet’s Obedience Test
MySQL is to the internet what baijiu is to China: harsh, hard to swallow, yet worshipped because culture demands obedience. Both are loyalty tests—will you endure discomfort to fit in?

Victoria: The Observability Stack That Slaps the Industry
·645 words·4 mins
VictoriaMetrics is brutally efficient—using a fraction of Prometheus + Loki’s resources for multiples of the performance. Pigsty v4 swaps to the Victoria stack; here’s the beta for anyone eager to try it.

MinIO Is Dead. Who Picks Up the Pieces?
MinIO just entered maintenance mode. What replaces it? Can RustFS step in? I tested the contenders so you don’t have to.

Alipay, Taobao, Xianyu Went Dark. Smells Like a Message Queue Meltdown.
·686 words·4 mins
Dec 4, 2025, Taobao, Alipay, and Xianyu all cratered. Users got charged while orders still showed “unpaid,” a carbon copy of the 2024 Double-11 fiasco.

MinIO is Dead
·1710 words·9 mins
MinIO announces it is entering maintenance mode, the dragon-slayer has become the dragon – how MinIO transformed from an open-source S3 alternative to just another commercial software company

Pigsty v3.7: Magneto Award and PG18 Ready
·1344 words·7 mins
PostgreSQL 18 becomes the default version, EL10 and Debian 13 support added, extensions reach 437, and Pigsty wins the PostgreSQL Magneto Award.

When Answers Become Abundant, Questions Become the New Currency
·1679 words·4 mins
Your ability to ask questions—and your taste in what to ask—determines your position in the AI era. When answers become commodities, good questions become the new wealth. We are living in the moment this prophecy comes true.

Why PostgreSQL Will Dominate the AI Era
·1162 words·6 mins
Context window economics, the polyglot persistence problem, and the triumph of zero-glue architecture make PostgreSQL the database king of the AI era.

Forging a China-Rooted, Global PostgreSQL Distro
·532 words·3 mins
PostgreSQL already won. The real battle is the distro layer. Will Chinese developers watch from the sideline or craft a PG “Ubuntu” for the world?

On Trusting Open-Source Supply Chains
·750 words·4 mins
In serious production you can’t rely on an upstream that explicitly says “no guarantees.” When someone says “don’t count on me,” the right answer is “then I’ll run it myself.”

Don't Run Docker Postgres for Production!
·1876 words·9 mins
Tons of users running the official docker postgres image got burned during recent minor version upgrades. A friendly reminder: think twice before containerizing production databases.

Column: Postgres Mage
·470 words·3 mins
Navigation of articles about PostgreSQL development, administration, principles, ecosystem, tools, architecture design, performance optimization, troubleshooting, and more.

Column: Database Guru
·488 words·1 min
The database world is full of hype and marketing fog. This column cuts through it with blunt commentary, case studies, and technical deep dives.

Column: Cloud-Exit
·438 words·3 mins
A whole generation of developers has been told “cloud-first.” This column collects data, case studies, and commentary on the real economics—and traps—of public cloud rental models.

Pigsty v4.0: Into the AI Era
·4987 words·24 mins
Pigsty v4.0 is a milestone release — what I’d call “Finished Software.” The real theme: Built for AI Agents and enabling the DBA Agent.

The Great Software Meltdown: When Translation Layers Get Squashed
·1412 words·7 mins
SaaS and workflow software are dead. From APPs & GUIs to Agents, Databases, and CLI.


From AGPL to Apache: Why I Changed Pigsty's License
·1719 words·9 mins
Pigsty switched from AGPLv3 to Apache 2.0. Aren’t you worried about freeloaders? Freeloaders welcome — if you want to become the Debian of databases, a permissive license is table stakes.

Agent OS: We're Building DOS Again
·3053 words·15 mins
LLM = CPU. Context = RAM. Database = Disk. Agent = App. The mapping is surprisingly clean. And if OS history is any guide, we may know what comes next — and what’s still missing.

Claude Code Observability
·655 words·4 mins
Yesterday I tweeted: “Built a Claude Code Grafana dashboard to see how it makes decisions, uses tools, and burns through API credits.” Didn’t expect so much interest.
So let’s talk about Claude Code observability.

Claude Code Quick Start: Using Alternative LLMs at 1/10 the Cost
How to install and use Claude Code? How to achieve similar results at 1/10 of Claude’s cost with alternative models? A one-liner to get CC up and running!

Git for Data: Instant PostgreSQL Database Cloning
·1668 words·8 mins
How to instantly clone a massive PostgreSQL database without consuming extra storage? PostgreSQL 18 and XFS can spark some serious magic.

Did RedNote Exit the Cloud?
·2317 words·5 mins
When a company that was “born on the cloud” goes “self-host first,” does that count as cloud exit? A repost of a deleted piece on the infrastructure coming-of-age for China’s internet giants.

Data 2025: The year in review with Mike Stonebraker
A conversation between Mike Stonebraker (MIT CSAIL, Turing Award Winner, Creator of PostgreSQL), Andy Pavlo (Carnegie Mellon University), and the DBOS team.

MySQL and Baijiu: The Internet’s Obedience Test
MySQL is to the internet what baijiu is to China: harsh, hard to swallow, yet worshipped because culture demands obedience. Both are loyalty tests—will you endure discomfort to fit in?

Victoria: The Observability Stack That Slaps the Industry
·645 words·4 mins
VictoriaMetrics is brutally efficient—using a fraction of Prometheus + Loki’s resources for multiples of the performance. Pigsty v4 swaps to the Victoria stack; here’s the beta for anyone eager to try it.

MinIO Is Dead. Who Picks Up the Pieces?
MinIO just entered maintenance mode. What replaces it? Can RustFS step in? I tested the contenders so you don’t have to.

Alipay, Taobao, Xianyu Went Dark. Smells Like a Message Queue Meltdown.
·686 words·4 mins
Dec 4, 2025, Taobao, Alipay, and Xianyu all cratered. Users got charged while orders still showed “unpaid,” a carbon copy of the 2024 Double-11 fiasco.

MinIO is Dead
·1710 words·9 mins
MinIO announces it is entering maintenance mode, the dragon-slayer has become the dragon – how MinIO transformed from an open-source S3 alternative to just another commercial software company

Pigsty v3.7: Magneto Award and PG18 Ready
·1344 words·7 mins
PostgreSQL 18 becomes the default version, EL10 and Debian 13 support added, extensions reach 437, and Pigsty wins the PostgreSQL Magneto Award.

When Answers Become Abundant, Questions Become the New Currency
·1679 words·4 mins
Your ability to ask questions—and your taste in what to ask—determines your position in the AI era. When answers become commodities, good questions become the new wealth. We are living in the moment this prophecy comes true.

Why PostgreSQL Will Dominate the AI Era
·1162 words·6 mins
Context window economics, the polyglot persistence problem, and the triumph of zero-glue architecture make PostgreSQL the database king of the AI era.

Forging a China-Rooted, Global PostgreSQL Distro
·532 words·3 mins
PostgreSQL already won. The real battle is the distro layer. Will Chinese developers watch from the sideline or craft a PG “Ubuntu” for the world?

On Trusting Open-Source Supply Chains
·750 words·4 mins
In serious production you can’t rely on an upstream that explicitly says “no guarantees.” When someone says “don’t count on me,” the right answer is “then I’ll run it myself.”

Don't Run Docker Postgres for Production!
·1876 words·9 mins
Tons of users running the official docker postgres image got burned during recent minor version upgrades. A friendly reminder: think twice before containerizing production databases.

