Change Data Capture Database Migration Guide by Faiz Akram
Planning a database migration? CDC can help reduce downtime while keeping data synchronized. Explore key strategies, risks, architecture, and cutover tips.
#DatabaseMigration #CDC #Cloud
faizkrm.medium.com/change-data-...
Planning a database migration? CDC can help reduce downtime while keeping data synchronized. Explore key strategies, risks, architecture, and cutover tips.
#DatabaseMigration #CDC #Cloud
faizkrm.medium.com/change-data-...
Change Data Capture Database Migration Guide
Change data capture database migration is a migration approach that copies ongoing changes from a source database to a target so both stay…
faizkrm.medium.com
October 25, 2026 at 3:12 PM
Change Data Capture Database Migration Guide by Faiz Akram
Planning a database migration? CDC can help reduce downtime while keeping data synchronized. Explore key strategies, risks, architecture, and cutover tips.
#DatabaseMigration #CDC #Cloud
faizkrm.medium.com/change-data-...
Planning a database migration? CDC can help reduce downtime while keeping data synchronized. Explore key strategies, risks, architecture, and cutover tips.
#DatabaseMigration #CDC #Cloud
faizkrm.medium.com/change-data-...
🔄 Planning a database migration?
Change Data Capture helps track database changes and keep systems synchronized during data migration.
Learn about CDC pattern, data consistency, and cutover planning in this practical guide. 💾
#DatabaseMigration #Data #CDC
faizkrm.medium.com/change-data-...
Change Data Capture helps track database changes and keep systems synchronized during data migration.
Learn about CDC pattern, data consistency, and cutover planning in this practical guide. 💾
#DatabaseMigration #Data #CDC
faizkrm.medium.com/change-data-...
Change Data Capture Database Migration Guide
Change data capture database migration is a migration approach that copies ongoing changes from a source database to a target so both stay…
faizkrm.medium.com
October 24, 2026 at 2:05 PM
🔄 Planning a database migration?
Change Data Capture helps track database changes and keep systems synchronized during data migration.
Learn about CDC pattern, data consistency, and cutover planning in this practical guide. 💾
#DatabaseMigration #Data #CDC
faizkrm.medium.com/change-data-...
Change Data Capture helps track database changes and keep systems synchronized during data migration.
Learn about CDC pattern, data consistency, and cutover planning in this practical guide. 💾
#DatabaseMigration #Data #CDC
faizkrm.medium.com/change-data-...
Change Data Capture (CDC) helps track ongoing data changes and synchronize them between systems, making it a valuable option for many migration strategies.
Here’s a practical guide from eSparkIT Solutions:
www.esparksit.com/blog/change-...
#DataEngineering #DatabaseMigration
Here’s a practical guide from eSparkIT Solutions:
www.esparksit.com/blog/change-...
#DataEngineering #DatabaseMigration
Change Data Capture Database Migration Guide
Change data capture database migration is a migration approach that copies ongoing changes from a source database to a target so both stay…
faizkrm.medium.com
October 24, 2026 at 4:05 PM
Change Data Capture (CDC) helps track ongoing data changes and synchronize them between systems, making it a valuable option for many migration strategies.
Here’s a practical guide from eSparkIT Solutions:
www.esparksit.com/blog/change-...
#DataEngineering #DatabaseMigration
Here’s a practical guide from eSparkIT Solutions:
www.esparksit.com/blog/change-...
#DataEngineering #DatabaseMigration
Ask for the Snapshot Taken Before the Schema Change
Name its ID and timestamp. Has anyone tested restoring it?
Pharos Production IT consulting covers runbooks and rollback.
IT consulting: pharosproduction.com
#DatabaseMigration #Backups #DevOps
Name its ID and timestamp. Has anyone tested restoring it?
Pharos Production IT consulting covers runbooks and rollback.
IT consulting: pharosproduction.com
#DatabaseMigration #Backups #DevOps
Software Development Company | Pharos Production
Custom software development company since 2013 • 90+ engineers • 110+ apps for FinTech, healthcare and Web3 • Rated 5/5 on Clutch • Free estimate
pharosproduction.com
October 16, 2026 at 7:19 AM
Ask for the Snapshot Taken Before the Schema Change
Name its ID and timestamp. Has anyone tested restoring it?
Pharos Production IT consulting covers runbooks and rollback.
IT consulting: pharosproduction.com
#DatabaseMigration #Backups #DevOps
Name its ID and timestamp. Has anyone tested restoring it?
Pharos Production IT consulting covers runbooks and rollback.
IT consulting: pharosproduction.com
#DatabaseMigration #Backups #DevOps
Still time to register! On 5 November, CYBERTEC & DESIC go live on leaving Oracle without leaving your security standards behind, at 12:00 CET, conducted in Spanish.
https://www.cybertec-postgresql.com/en/webinar-from-oracle-to-postgresql/
#PostgreSQL #Oracle #DatabaseMigration
https://www.cybertec-postgresql.com/en/webinar-from-oracle-to-postgresql/
#PostgreSQL #Oracle #DatabaseMigration
October 11, 2026 at 10:52 AM
Still time to register! On 5 November, CYBERTEC & DESIC go live on leaving Oracle without leaving your security standards behind, at 12:00 CET, conducted in Spanish.
https://www.cybertec-postgresql.com/en/webinar-from-oracle-to-postgresql/
#PostgreSQL #Oracle #DatabaseMigration
https://www.cybertec-postgresql.com/en/webinar-from-oracle-to-postgresql/
#PostgreSQL #Oracle #DatabaseMigration
Google's Finance Engineering team opts for Spanner to modernize their data layer without downtime. Automating the migration process with Antigravity CLI speeds up the transition. #Google #Spanner #AntigravityCLI #DatabaseMigration
Using Antigravity CLI to streamline dual-write database migration | Google Cloud Blog
How an automated refactoring pipeline built with Antigravity CLI helped accelerate a Spanner database migration while maintaining data parity.
cloud.google.com
September 25, 2026 at 2:39 AM
Google's Finance Engineering team opts for Spanner to modernize their data layer without downtime. Automating the migration process with Antigravity CLI speeds up the transition. #Google #Spanner #AntigravityCLI #DatabaseMigration
🔄 How to Migrate From SQL Server to PostgreSQL
TOP becomes LIMIT, bit becomes boolean, T-SQL stored procedures need rewriting in PL/pgSQL. Here's a full checklist for the migration.
👉 Get the full guide: cutt.ly/3ykovJID
⚡ Try dbForge Edge: cutt.ly/Pykofm98
#DatabaseMigration
TOP becomes LIMIT, bit becomes boolean, T-SQL stored procedures need rewriting in PL/pgSQL. Here's a full checklist for the migration.
👉 Get the full guide: cutt.ly/3ykovJID
⚡ Try dbForge Edge: cutt.ly/Pykofm98
#DatabaseMigration
September 17, 2026 at 7:57 AM
🔄 How to Migrate From SQL Server to PostgreSQL
TOP becomes LIMIT, bit becomes boolean, T-SQL stored procedures need rewriting in PL/pgSQL. Here's a full checklist for the migration.
👉 Get the full guide: cutt.ly/3ykovJID
⚡ Try dbForge Edge: cutt.ly/Pykofm98
#DatabaseMigration
TOP becomes LIMIT, bit becomes boolean, T-SQL stored procedures need rewriting in PL/pgSQL. Here's a full checklist for the migration.
👉 Get the full guide: cutt.ly/3ykovJID
⚡ Try dbForge Edge: cutt.ly/Pykofm98
#DatabaseMigration
AI-powered Database Migration Service (DMS) by Google Cloud tackles the complex last mile problem in migrating from commercial to open-source databases. 🤖🔀 #DatabaseMigration #AI #GoogleCloud
Accelerate PostgreSQL Migrations with Gemini in DMS | Google Cloud Blog
Learn how Gemini in Database Migration Service automates stored procedure conversion to speed up your move to PostgreSQL.
cloud.google.com
August 25, 2026 at 12:40 AM
AI-powered Database Migration Service (DMS) by Google Cloud tackles the complex last mile problem in migrating from commercial to open-source databases. 🤖🔀 #DatabaseMigration #AI #GoogleCloud
Google Cloud's Database Migration Service simplifies PostgreSQL migration challenges with automated conversion logic for multi-result set procedures. 🛠️🔍 #GoogleCloud #DatabaseMigration #PostgreSQL
Automating Postgres translations with Database Migration Service | Google Cloud Blog
Learn how Google DMS automates the translation of SQL Server Stored Procedures into PostgreSQL, and how to run and test the generated code.
cloud.google.com
August 24, 2026 at 2:40 AM
Google Cloud's Database Migration Service simplifies PostgreSQL migration challenges with automated conversion logic for multi-result set procedures. 🛠️🔍 #GoogleCloud #DatabaseMigration #PostgreSQL
Starting soon: our 10:30am webinar with HexaCluster on migrating SQL Server to PostgreSQL at enterprise scale.
‼️ Last chance to register. Can’t make it live? Register anyway for the recording: https://bit.ly/4woysGT
#PostgreSQL #SQLServer #DatabaseMigration #OpenSource #DBA
‼️ Last chance to register. Can’t make it live? Register anyway for the recording: https://bit.ly/4woysGT
#PostgreSQL #SQLServer #DatabaseMigration #OpenSource #DBA
August 19, 2026 at 12:28 PM
Starting soon: our 10:30am webinar with HexaCluster on migrating SQL Server to PostgreSQL at enterprise scale.
‼️ Last chance to register. Can’t make it live? Register anyway for the recording: https://bit.ly/4woysGT
#PostgreSQL #SQLServer #DatabaseMigration #OpenSource #DBA
‼️ Last chance to register. Can’t make it live? Register anyway for the recording: https://bit.ly/4woysGT
#PostgreSQL #SQLServer #DatabaseMigration #OpenSource #DBA
Full migrations can take 18 months, but financial teams want immediate results. 📊
Protocol translation lets apps connect to PostgreSQL as MS SQL today, delivering immediate cost savings while code refactoring happens over time.
#DatabaseMigration #PostgreSQL #DevOps
Protocol translation lets apps connect to PostgreSQL as MS SQL today, delivering immediate cost savings while code refactoring happens over time.
#DatabaseMigration #PostgreSQL #DevOps
August 19, 2026 at 7:34 AM
Full migrations can take 18 months, but financial teams want immediate results. 📊
Protocol translation lets apps connect to PostgreSQL as MS SQL today, delivering immediate cost savings while code refactoring happens over time.
#DatabaseMigration #PostgreSQL #DevOps
Protocol translation lets apps connect to PostgreSQL as MS SQL today, delivering immediate cost savings while code refactoring happens over time.
#DatabaseMigration #PostgreSQL #DevOps
Scope creep kills migration projects. 🛑
A structured pre-assessment ranks complexity (Easy, Medium, Hard) before touching application code. Catch showstoppers early and keep your budget protected.
#DatabaseMigration #PostgreSQL #DevOps
A structured pre-assessment ranks complexity (Easy, Medium, Hard) before touching application code. Catch showstoppers early and keep your budget protected.
#DatabaseMigration #PostgreSQL #DevOps
August 18, 2026 at 12:01 PM
Scope creep kills migration projects. 🛑
A structured pre-assessment ranks complexity (Easy, Medium, Hard) before touching application code. Catch showstoppers early and keep your budget protected.
#DatabaseMigration #PostgreSQL #DevOps
A structured pre-assessment ranks complexity (Easy, Medium, Hard) before touching application code. Catch showstoppers early and keep your budget protected.
#DatabaseMigration #PostgreSQL #DevOps
Automated tooling compresses 18-month migration timelines into 6 months. 🚀
Automated SQL inspection, complexity scoring, and bulk schema ingestion streamline transfers without cutting corners.
#DatabaseMigration #PostgreSQL #Automation
Automated SQL inspection, complexity scoring, and bulk schema ingestion streamline transfers without cutting corners.
#DatabaseMigration #PostgreSQL #Automation
August 18, 2026 at 8:22 AM
Automated tooling compresses 18-month migration timelines into 6 months. 🚀
Automated SQL inspection, complexity scoring, and bulk schema ingestion streamline transfers without cutting corners.
#DatabaseMigration #PostgreSQL #Automation
Automated SQL inspection, complexity scoring, and bulk schema ingestion streamline transfers without cutting corners.
#DatabaseMigration #PostgreSQL #Automation
Database licenses eat up massive IT budgets. 💸
Migrating to PostgreSQL eliminates recurring licensing fees entirely. Backed by 25+ years of community development, PostgreSQL runs mission-critical workloads at a fraction of legacy costs.
#PostgreSQL #OpenSource #DatabaseMigration
Migrating to PostgreSQL eliminates recurring licensing fees entirely. Backed by 25+ years of community development, PostgreSQL runs mission-critical workloads at a fraction of legacy costs.
#PostgreSQL #OpenSource #DatabaseMigration
August 18, 2026 at 5:02 AM
Database licenses eat up massive IT budgets. 💸
Migrating to PostgreSQL eliminates recurring licensing fees entirely. Backed by 25+ years of community development, PostgreSQL runs mission-critical workloads at a fraction of legacy costs.
#PostgreSQL #OpenSource #DatabaseMigration
Migrating to PostgreSQL eliminates recurring licensing fees entirely. Backed by 25+ years of community development, PostgreSQL runs mission-critical workloads at a fraction of legacy costs.
#PostgreSQL #OpenSource #DatabaseMigration
📅 Tomorrow, EMEA: 234 databases. 6-person team. Zero service disruption.
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
July 29, 2026 at 9:36 AM
📅 Tomorrow, EMEA: 234 databases. 6-person team. Zero service disruption.
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
📅 Tomorrow, EMEA: 234 databases. 6-person team. Zero service disruption.
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
July 29, 2026 at 9:36 AM
📅 Tomorrow, EMEA: 234 databases. 6-person team. Zero service disruption.
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
How Plaid migrated from Amazon Aurora to TiDB — and what production looks like on the other side.
Jul 30 · Register 👇
link
#TiDB #Plaid #DatabaseMigration #DistributedSQL
234 databases. 6 engineers. 2.5 years. Plaid's Zander Hill on migrating from Aurora to TiDB — and cutting each upgrade from 12 engineer-weeks to 4.
EMEA webinar, July 30: https://ow.ly/Ruq150ZlTfW
#DatabaseMigration
EMEA webinar, July 30: https://ow.ly/Ruq150ZlTfW
#DatabaseMigration
July 9, 2026 at 7:10 AM
234 databases. 6 engineers. 2.5 years. Plaid's Zander Hill on migrating from Aurora to TiDB — and cutting each upgrade from 12 engineer-weeks to 4.
EMEA webinar, July 30: https://ow.ly/Ruq150ZlTfW
#DatabaseMigration
EMEA webinar, July 30: https://ow.ly/Ruq150ZlTfW
#DatabaseMigration
How Plaid moved 234 databases off Aurora with 6 engineers. Zero downtime, 3 upgrades in 2025.
APAC session — June 25, 10:30 AM IST.
Last chance to register → https://ow.ly/sohQ50ZfuLh
#DatabaseMigration #TiDB
APAC session — June 25, 10:30 AM IST.
Last chance to register → https://ow.ly/sohQ50ZfuLh
#DatabaseMigration #TiDB
June 23, 2026 at 2:08 AM
How Plaid moved 234 databases off Aurora with 6 engineers. Zero downtime, 3 upgrades in 2025.
APAC session — June 25, 10:30 AM IST.
Last chance to register → https://ow.ly/sohQ50ZfuLh
#DatabaseMigration #TiDB
APAC session — June 25, 10:30 AM IST.
Last chance to register → https://ow.ly/sohQ50ZfuLh
#DatabaseMigration #TiDB
6 engineers. 234 databases migrated from Aurora MySQL to TiDB. 3 zero-downtime upgrades in 2025.
Plaid's Zander Hill shares exactly how they did it — June 25, APAC webinar.
https://ow.ly/Lfrz50Zcb5f
#DatabaseMigration #TiDB
Plaid's Zander Hill shares exactly how they did it — June 25, APAC webinar.
https://ow.ly/Lfrz50Zcb5f
#DatabaseMigration #TiDB
June 17, 2026 at 5:01 AM
6 engineers. 234 databases migrated from Aurora MySQL to TiDB. 3 zero-downtime upgrades in 2025.
Plaid's Zander Hill shares exactly how they did it — June 25, APAC webinar.
https://ow.ly/Lfrz50Zcb5f
#DatabaseMigration #TiDB
Plaid's Zander Hill shares exactly how they did it — June 25, APAC webinar.
https://ow.ly/Lfrz50Zcb5f
#DatabaseMigration #TiDB
CardX migrated 3.4M credit accounts off IBM DB2 to TiDB — zero downtime, zero data loss.
20–30% YoY growth. 15–20% cost reduction. Always-on availability.
Full case study: https://ow.ly/AIbZ50Zaoj7
#TiDB #FinTech #DistributedSQL #DatabaseMigration
20–30% YoY growth. 15–20% cost reduction. Always-on availability.
Full case study: https://ow.ly/AIbZ50Zaoj7
#TiDB #FinTech #DistributedSQL #DatabaseMigration
June 11, 2026 at 10:37 AM
CardX migrated 3.4M credit accounts off IBM DB2 to TiDB — zero downtime, zero data loss.
20–30% YoY growth. 15–20% cost reduction. Always-on availability.
Full case study: https://ow.ly/AIbZ50Zaoj7
#TiDB #FinTech #DistributedSQL #DatabaseMigration
20–30% YoY growth. 15–20% cost reduction. Always-on availability.
Full case study: https://ow.ly/AIbZ50Zaoj7
#TiDB #FinTech #DistributedSQL #DatabaseMigration
2 days out. Plaid's full Aurora to TiDB migration story goes live on May 21.
Haven't registered yet? Do it now: https://ow.ly/YZHq50YXLLY
#TiDB #DatabaseMigration #DistributedSQL
Haven't registered yet? Do it now: https://ow.ly/YZHq50YXLLY
#TiDB #DatabaseMigration #DistributedSQL
May 19, 2026 at 4:02 PM
2 days out. Plaid's full Aurora to TiDB migration story goes live on May 21.
Haven't registered yet? Do it now: https://ow.ly/YZHq50YXLLY
#TiDB #DatabaseMigration #DistributedSQL
Haven't registered yet? Do it now: https://ow.ly/YZHq50YXLLY
#TiDB #DatabaseMigration #DistributedSQL
One week out. Plaid's Zander Hill joins us live to walk through the full Aurora to TiDB migration playbook.
234 databases. 6 engineers. Lots of hard-won lessons.
Register: https://ow.ly/hh9G50YXLHx
#TiDB #DatabaseMigration #DistributedSQL
234 databases. 6 engineers. Lots of hard-won lessons.
Register: https://ow.ly/hh9G50YXLHx
#TiDB #DatabaseMigration #DistributedSQL
May 12, 2026 at 4:03 PM
One week out. Plaid's Zander Hill joins us live to walk through the full Aurora to TiDB migration playbook.
234 databases. 6 engineers. Lots of hard-won lessons.
Register: https://ow.ly/hh9G50YXLHx
#TiDB #DatabaseMigration #DistributedSQL
234 databases. 6 engineers. Lots of hard-won lessons.
Register: https://ow.ly/hh9G50YXLHx
#TiDB #DatabaseMigration #DistributedSQL
Most teams would staff up for 234 database migrations.
Plaid did it with 6 engineers by scoping smart, automating early, and frontloading risk.
Zander Hill breaks it down May 21.
Register: https://ow.ly/wUpG50YNvM9
#TiDB #AuroraMigration #DatabaseMigration
Plaid did it with 6 engineers by scoping smart, automating early, and frontloading risk.
Zander Hill breaks it down May 21.
Register: https://ow.ly/wUpG50YNvM9
#TiDB #AuroraMigration #DatabaseMigration
How Plaid Migrated 234 Databases to TiDB | Webinar
Learn how a 6-person team migrated 234 databases from Amazon Aurora to TiDB in 2.5 years using incremental automation and risk frontloading.
ow.ly
May 5, 2026 at 3:25 PM
Most teams would staff up for 234 database migrations.
Plaid did it with 6 engineers by scoping smart, automating early, and frontloading risk.
Zander Hill breaks it down May 21.
Register: https://ow.ly/wUpG50YNvM9
#TiDB #AuroraMigration #DatabaseMigration
Plaid did it with 6 engineers by scoping smart, automating early, and frontloading risk.
Zander Hill breaks it down May 21.
Register: https://ow.ly/wUpG50YNvM9
#TiDB #AuroraMigration #DatabaseMigration
Our May 21 speaker: Zander Hill, Platform Architecture Lead at Plaid.
He led the migration of 234 databases off Aurora with a 6-person team. Sharing the full playbook live.
Register: https://ow.ly/KLML50YNvAB
#TiDB #AuroraMigration #DatabaseMigration
He led the migration of 234 databases off Aurora with a 6-person team. Sharing the full playbook live.
Register: https://ow.ly/KLML50YNvAB
#TiDB #AuroraMigration #DatabaseMigration
April 28, 2026 at 3:21 PM
Our May 21 speaker: Zander Hill, Platform Architecture Lead at Plaid.
He led the migration of 234 databases off Aurora with a 6-person team. Sharing the full playbook live.
Register: https://ow.ly/KLML50YNvAB
#TiDB #AuroraMigration #DatabaseMigration
He led the migration of 234 databases off Aurora with a 6-person team. Sharing the full playbook live.
Register: https://ow.ly/KLML50YNvAB
#TiDB #AuroraMigration #DatabaseMigration
234 databases. 6 engineers. Zero downtime across 3 TiDB upgrades.
Plaid's Zander Hill is sharing the full migration playbook live on May 21.
Register: https://ow.ly/b7MF50YNvhN
#TiDB #DatabaseMigration #AuroraMigration
Plaid's Zander Hill is sharing the full migration playbook live on May 21.
Register: https://ow.ly/b7MF50YNvhN
#TiDB #DatabaseMigration #AuroraMigration
April 21, 2026 at 2:45 PM
234 databases. 6 engineers. Zero downtime across 3 TiDB upgrades.
Plaid's Zander Hill is sharing the full migration playbook live on May 21.
Register: https://ow.ly/b7MF50YNvhN
#TiDB #DatabaseMigration #AuroraMigration
Plaid's Zander Hill is sharing the full migration playbook live on May 21.
Register: https://ow.ly/b7MF50YNvhN
#TiDB #DatabaseMigration #AuroraMigration