# migration

Published articles for migration.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## OpenTelemetry everywhere: Migrating a metrics platform at scale

DevFeed: [OpenTelemetry everywhere: Migrating a metrics platform at scale](<https://devfeed.tech/articles/opentelemetry-everywhere-migrating-a-metrics-platform-at-scale-41279.md>)

Original publisher: [Read original article](<https://www.cncf.io/blog/2026/09/17/opentelemetry-everywhere-migrating-a-metrics-platform-at-scale/>)

Author: Iris Grace Endozo, Farzad Vazirnia and Albert Kerr, Atlassian

Published: 2026-09-17T11:00:00Z

Content type: article

Language: en

Sources: [Cloud Native Computing Foundation](<https://devfeed.tech/sources/cloud-native-computing-foundation.md>)

Topics: [OpenTelemetry](<https://devfeed.tech/topics/opentelemetry.md>), [migration](<https://devfeed.tech/topics/migration.md>), [observability](<https://devfeed.tech/topics/observability.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [atlassian](<https://devfeed.tech/topics/atlassian.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [atlassian](<https://devfeed.tech/tags/atlassian.md>), [blog](<https://devfeed.tech/tags/blog.md>), [collector](<https://devfeed.tech/tags/collector.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [migration](<https://devfeed.tech/tags/migration.md>), [observability](<https://devfeed.tech/tags/observability.md>), [opentelemetry](<https://devfeed.tech/tags/opentelemetry.md>), [pipeline](<https://devfeed.tech/tags/pipeline.md>), [scale](<https://devfeed.tech/tags/scale.md>), [sidecar](<https://devfeed.tech/tags/sidecar.md>)

### AI overview

Atlassian describes replacing a large-scale gostatsd metrics pipeline with OpenTelemetry while preserving the existing StatsD interface for service teams. The migration uses purpose-built OpenTelemetry Collector distributions across collection, ingest, aggregation, and forwarding stages, with support for both StatsD and OTLP during the transition.

### Source excerpt

Why we did this at all For most of the last decade our metrics pipeline ran on gostatsd, the open-source StatsD implementation we maintain. It primarily did two jobs: as sidecar on every host and the...

## Preparing Codename One for Android 17 and API 37 Migration

DevFeed: [Preparing Codename One for Android 17 and API 37 Migration](<https://devfeed.tech/articles/android-17-without-the-last-minute-scramble-41276.md>)

Original publisher: [Read original article](<https://www.codenameone.com/blog/android-37-readiness-location-button/>)

Author: Shai Almog

Published: 2026-09-17T00:00:00Z

Content type: article

Language: en

Sources: [CodeName One](<https://devfeed.tech/sources/codename-one.md>)

Topics: [Android](<https://devfeed.tech/topics/android.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Security](<https://devfeed.tech/topics/security.md>), [format](<https://devfeed.tech/topics/format.md>)

Tags: [android](<https://devfeed.tech/tags/android.md>), [apis](<https://devfeed.tech/tags/apis.md>), [format](<https://devfeed.tech/tags/format.md>), [migration](<https://devfeed.tech/tags/migration.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Codename One prepares for Android 17 and API 37 by adding platform compatibility checks, fixing API-level parsing and build-tool handling, and testing a new system-rendered location button. The article also describes moving PEM parsing and task removal into shared security-sensitive platform handling.

### Source excerpt

API 37 checks and a system location button prepare Android migration. PEM parsing and task-clearing exit put more security-sensitive platform and format handling into Codename One.

## Cloud Sovereignty, Provider Risk, and Migration Options for EU Companies

DevFeed: [Cloud Sovereignty, Provider Risk, and Migration Options for EU Companies](<https://devfeed.tech/articles/beyond-the-hyperscalers-what-actually-protects-you-31468.md>)

Original publisher: [Read original article](<https://www.pulumi.com/blog/beyond-the-hyperscalers-what-actually-protects-you/>)

Author: Adam Gordon Bell

Published: 2026-09-16T13:00:00Z

Content type: opinion

Language: en

Sources: [Pulumi](<https://devfeed.tech/sources/pulumi.md>)

Topics: [Cloud](<https://devfeed.tech/topics/cloud.md>), [migration](<https://devfeed.tech/topics/migration.md>), [pulumi](<https://devfeed.tech/topics/pulumi.md>), [Security](<https://devfeed.tech/topics/security.md>), [scaleway](<https://devfeed.tech/topics/scaleway.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [customers](<https://devfeed.tech/tags/customers.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [pulumi](<https://devfeed.tech/tags/pulumi.md>), [scaleway](<https://devfeed.tech/tags/scaleway.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

This recorded discussion examines cloud sovereignty, legal and cost concerns for EU companies using major US cloud providers, and the practical tradeoffs of moving to European providers. Three guests discuss provider exposure, encryption and account shutdown risks, migration costs, and whether Pulumi and agentic infrastructure can make future moves easier.

### Source excerpt

Recorded September 3, 2026. Quotes are lightly edited for clarity. Maybe this sounds familiar. You run infrastructure at a company that isn't American. Your workloads are on AWS, Azure, or Google Cloud, probably more than one, because that is what everyone picked. Until recently nobody asked you where the data lives or who can reach it. Now you're getting questions. Legal wants to know what NIS2 means for where your systems run. Someone on the leadership team read that the US government locked the cloud accounts of judges at the International Criminal Court and wants to know if that could happen to you. Finance wants to know why the bill went up again. A customer's security review asked, in writing, which country your data sits in. So now you have questions of your own: If a US court or agency wants my data, can they get it from my provider without involving me? Does putting everything in an EU region change that? The big providers now sell "sovereign cloud" in Europe. Is that different, or a rename? If I encrypt everything and hold the keys myself, am I covered? Could my account be switched off one day? What would I do? Are Hetzner, OVH, and Scaleway usable for real workloads? How much cheaper are they once you count the migration? What should I be building on now so I can leave later if I need to? A migration like this used to be a multi-year project. Does Pulumi and agentic infrastructure change that? Is any of this worth the disruption, or should I leave what works alone? I put those questions to three people who have each dealt with this for real. One of them helps EU companies work out their exposure and builds the tooling to leave. Another has spent fifteen years sizing what cloud actually costs, and thinks most people should stay put. The third moved his company off AWS and onto a European provider. They don't agree on how big the risk is. The full hour is below. Don't just default to the hyperscalers Waldemar Kindler co-founded Think Ahead Technologies, whe

## Amazon Linux 2027 Enters Public Preview with SELinux Enforcing by Default

DevFeed: [Amazon Linux 2027 Enters Public Preview with SELinux Enforcing by Default](<https://devfeed.tech/articles/amazon-linux-2027-enters-public-preview-with-selinux-enforcing-by-default-26598.md>)

Original publisher: [Read original article](<https://www.infoq.com/news/2026/09/amazon-linux-2027-preview/>)

Author: Steef-Jan Wiggers

Published: 2026-09-15T03:40:00Z

Content type: news

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [Linux](<https://devfeed.tech/topics/linux.md>), [SELinux](<https://devfeed.tech/topics/selinux.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Kernel](<https://devfeed.tech/topics/kernel.md>), [amazon](<https://devfeed.tech/topics/amazon.md>)

Tags: [amazon](<https://devfeed.tech/tags/amazon.md>), [amazon-linux-2027-preview](<https://devfeed.tech/tags/amazon-linux-2027-preview.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [aws](<https://devfeed.tech/tags/aws.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [development](<https://devfeed.tech/tags/development.md>), [devops](<https://devfeed.tech/tags/devops.md>), [ec2](<https://devfeed.tech/tags/ec2.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [linux](<https://devfeed.tech/tags/linux.md>), [migration](<https://devfeed.tech/tags/migration.md>), [news](<https://devfeed.tech/tags/news.md>), [operating-systems](<https://devfeed.tech/tags/operating-systems.md>), [preview](<https://devfeed.tech/tags/preview.md>), [selinux](<https://devfeed.tech/tags/selinux.md>), [x86-64](<https://devfeed.tech/tags/x86-64.md>)

### AI overview

AWS has released Amazon Linux 2027 in public preview with SELinux enforcing by default. The change may require application and migration work because policies that only logged violations on AL2023 can block applications on AL2027. The release has no announced AL2023 end-of-support date, general-availability date, or in-place migration path.

### Source excerpt

AWS has released Amazon Linux 2027 in public preview, built on the AL2023 baseline with kernel 7.1 and SELinux in enforcing mode by default. Applications that pass on AL2023's permissive mode may fail under enforcing. The announcement gives no AL2023 end-of-support date, no GA date, and no in-place migration path. By Steef-Jan Wiggers

## What Managed Postgres Services Handle for Teams

DevFeed: [What Managed Postgres Services Handle for Teams](<https://devfeed.tech/articles/managed-postgres-what-lakebase-actually-takes-off-your-plate-26721.md>)

Original publisher: [Read original article](<https://www.databricks.com/blog/managed-postgres>)

Author: Databricks Staff

Published: 2026-09-14T23:36:59Z

Content type: article

Language: en

Sources: [Databricks](<https://devfeed.tech/sources/databricks.md>)

Topics: [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>), [Database](<https://devfeed.tech/topics/database.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [databricks](<https://devfeed.tech/topics/databricks.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>)

Tags: [data-plus-ai-foundations](<https://devfeed.tech/tags/data-plus-ai-foundations.md>), [database](<https://devfeed.tech/tags/database.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [developer-tooling](<https://devfeed.tech/tags/developer-tooling.md>), [migration](<https://devfeed.tech/tags/migration.md>), [postgres](<https://devfeed.tech/tags/postgres.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [recovery](<https://devfeed.tech/tags/recovery.md>), [security](<https://devfeed.tech/tags/security.md>), [serverless](<https://devfeed.tech/tags/serverless.md>)

### AI overview

The article defines managed Postgres by the operational responsibilities a provider assumes, including patching, scaling, failover, and backups. It discusses how these responsibilities can vary between providers and describes Lakebase Postgres as a serverless offering with automatic scaling, PostgreSQL compatibility, recovery, and Databricks integrations.

### Source excerpt

Every Postgres vendor calls itself "managed." Few of them agree on what that word...

## Percona and HexaCluster: Faster, Safer Oracle Migration

DevFeed: [Percona and HexaCluster: Faster, Safer Oracle Migration](<https://devfeed.tech/articles/percona-and-hexacluster-faster-safer-oracle-migration-26240.md>)

Original publisher: [Read original article](<https://www.percona.com/blog/percona-and-hexacluster-faster-safer-oracle-migration/>)

Author: Percona Team

Published: 2026-09-14T22:19:16Z

Content type: article

Language: en

Sources: [Blog - Percona](<https://devfeed.tech/sources/blog-percona.md>)

Topics: [Oracle Database](<https://devfeed.tech/topics/oracle-database.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>), [Database Migration](<https://devfeed.tech/topics/database-migration.md>), [Replication](<https://devfeed.tech/topics/replication.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>)

Tags: [database](<https://devfeed.tech/tags/database.md>), [database-migration](<https://devfeed.tech/tags/database-migration.md>), [database-trends](<https://devfeed.tech/tags/database-trends.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [insight-for-dbas](<https://devfeed.tech/tags/insight-for-dbas.md>), [insight-for-developers](<https://devfeed.tech/tags/insight-for-developers.md>), [migration](<https://devfeed.tech/tags/migration.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [oracle](<https://devfeed.tech/tags/oracle.md>), [partners](<https://devfeed.tech/tags/partners.md>), [percona](<https://devfeed.tech/tags/percona.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [replication](<https://devfeed.tech/tags/replication.md>), [schema](<https://devfeed.tech/tags/schema.md>), [sql](<https://devfeed.tech/tags/sql.md>), [tooling](<https://devfeed.tech/tags/tooling.md>), [validation](<https://devfeed.tech/tags/validation.md>)

### AI overview

Percona and HexaCluster describe a partnership for moving organizations from Oracle, SQL Server, DB2, and Sybase ASE to supported open source databases, primarily PostgreSQL. HexaCluster provides assessment and migration engineering through DMAT and HexaRocket, while Percona provides distributions, operators, and long-term support. HexaRocket combines schema migration, data migration, validation, change data capture, live replication, and reverse replication in one platform.

### Source excerpt

Percona and HexaCluster have partnered to remove the hardest part of an open source database migration: getting off Oracle, SQL Server, DB2 or Sybase ASE with confidence, on a predictable timeline, without a multi-year consulting program. Percona brings open source expertise, its own distributions, operators and enterprise support. HexaCluster brings the assessment and migration engineering ... Continued The post Percona and HexaCluster: Faster, Safer Oracle Migration appeared first on Percona.

## The Honest Migration Playbook - IPsec Series, Part 11

DevFeed: [The Honest Migration Playbook - IPsec Series, Part 11](<https://devfeed.tech/articles/the-honest-migration-playbook-ipsec-series-part-11-17428.md>)

Original publisher: [Read original article](<https://blogs.cisco.com/developer/the-honest-migration-playbook-ipsec-series-part-11>)

Author: Julio Gomez

Published: 2026-09-14T19:41:59Z

Content type: article

Language: en

Sources: [Cisco Blogs](<https://devfeed.tech/sources/cisco-blogs.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>), [Post-Quantum](<https://devfeed.tech/topics/post-quantum.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [Networks](<https://devfeed.tech/topics/networks.md>)

Tags: [authentication](<https://devfeed.tech/tags/authentication.md>), [cisco](<https://devfeed.tech/tags/cisco.md>), [developer](<https://devfeed.tech/tags/developer.md>), [migration](<https://devfeed.tech/tags/migration.md>), [networks](<https://devfeed.tech/tags/networks.md>), [post](<https://devfeed.tech/tags/post.md>), [post-quantum](<https://devfeed.tech/tags/post-quantum.md>), [post-quantum-authentication](<https://devfeed.tech/tags/post-quantum-authentication.md>), [post-quantum-cryptography-pqc](<https://devfeed.tech/tags/post-quantum-cryptography-pqc.md>), [rsa](<https://devfeed.tech/tags/rsa.md>), [series](<https://devfeed.tech/tags/series.md>)

### AI overview

This article presents an operational playbook for migrating authentication in a live multi-router IPsec network from RSA certificates to ML-DSA. It contrasts authentication with key exchange, explains a mixed hub-and-spoke deployment using ML-KEM-768, and reports that changing signature algorithms cannot be performed without tunnel disruption.

### Source excerpt

The final post in the IPsec series: a fully quantum-safe tunnel on Cisco 8000 routers, both pillars live on real hardware. Part 11 closes the arc with the migration playbook and what a healthy post-quantum tunnel actually looks like.

## How to Use Differential Testing During a Legacy Migration

DevFeed: [How to Use Differential Testing During a Legacy Migration](<https://devfeed.tech/articles/how-to-use-differential-testing-during-a-legacy-migration-20762.md>)

Original publisher: [Read original article](<https://www.freecodecamp.org/news/differential-testing-legacy-migration/>)

Author: Hugo Teijiz

Published: 2026-09-14T16:25:50Z

Content type: tutorial

Language: en

Sources: [freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More](<https://devfeed.tech/sources/freecodecamp-programming-tutorials-python-javascript-git-more.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [TypeScript](<https://devfeed.tech/topics/typescript.md>), [Integration testing](<https://devfeed.tech/topics/integration-testing.md>), [API](<https://devfeed.tech/topics/api.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [code](<https://devfeed.tech/tags/code.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [integration](<https://devfeed.tech/tags/integration.md>), [legacy-code](<https://devfeed.tech/tags/legacy-code.md>), [legacy-modernization](<https://devfeed.tech/tags/legacy-modernization.md>), [migration](<https://devfeed.tech/tags/migration.md>), [modernization](<https://devfeed.tech/tags/modernization.md>), [observability](<https://devfeed.tech/tags/observability.md>), [software-architecture](<https://devfeed.tech/tags/software-architecture.md>), [software-testing](<https://devfeed.tech/tags/software-testing.md>), [testing](<https://devfeed.tech/tags/testing.md>), [tests](<https://devfeed.tech/tags/tests.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [typescript](<https://devfeed.tech/tags/typescript.md>)

### AI overview

This tutorial explains how to use differential testing during a legacy migration by running old and new implementations with identical inputs and comparing their behavior. It covers equivalence rules, output normalization, nondeterministic values, errors, side effects, automated testing, mismatch analysis, production shadow traffic, and using AI to classify divergences without allowing it to determine correctness.

### Source excerpt

The most dangerous moment in a legacy migration isn't necessarily when you start writing the new implementation. It's when the new implementation looks finished. The code compiles, the tests pass, the

## Agoda Replaces 72-Shard SQL Server Price Cache with DragonflyDB

DevFeed: [Agoda Replaces 72-Shard SQL Server Price Cache with DragonflyDB](<https://devfeed.tech/articles/agoda-replaces-72-shard-sql-server-price-cache-with-dragonflydb-21543.md>)

Original publisher: [Read original article](<https://www.infoq.com/news/2026/09/agoda-price-cache-dragonflydb/>)

Author: Leela Kumili

Published: 2026-09-14T13:48:00Z

Content type: news

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [Cache](<https://devfeed.tech/topics/cache.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [migration](<https://devfeed.tech/topics/migration.md>), [sql-server](<https://devfeed.tech/topics/sql-server.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [Prometheus](<https://devfeed.tech/topics/prometheus.md>)

Tags: [a-b-testing](<https://devfeed.tech/tags/a-b-testing.md>), [agoda-price-cache-dragonflydb](<https://devfeed.tech/tags/agoda-price-cache-dragonflydb.md>), [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [cache](<https://devfeed.tech/tags/cache.md>), [caching](<https://devfeed.tech/tags/caching.md>), [development](<https://devfeed.tech/tags/development.md>), [devops](<https://devfeed.tech/tags/devops.md>), [distributed-cache](<https://devfeed.tech/tags/distributed-cache.md>), [distributed-data](<https://devfeed.tech/tags/distributed-data.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [latency](<https://devfeed.tech/tags/latency.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [migration](<https://devfeed.tech/tags/migration.md>), [news](<https://devfeed.tech/tags/news.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>), [redis](<https://devfeed.tech/tags/redis.md>), [sql-server](<https://devfeed.tech/tags/sql-server.md>)

### AI overview

Agoda migrated its 1.5 TB hotel Price Cache from 72 Microsoft SQL Server shards to DragonflyDB. The staged migration used workload testing, dual reads, parity metrics, and gradual traffic shifting; Agoda reported substantially lower P99 read latency.

### Source excerpt

Agoda migrated its 1.5 TB hotel Price Cache from 72 SQL Server shards to DragonflyDB to handle growing read and write volumes. The migration used staged dual reads, parity validation, gradual traffic shifting, and decentralized failover detection. Agoda reports an approximately eightfold reduction in P99 read latency, with two DragonflyDB clusters providing high availability. By Leela Kumili

## KCP: How to Migrate to Confluent Cloud in Days, Not Weeks

DevFeed: [KCP: How to Migrate to Confluent Cloud in Days, Not Weeks](<https://devfeed.tech/articles/kcp-how-to-migrate-to-confluent-cloud-in-days-not-weeks-26723.md>)

Original publisher: [Read original article](<https://www.confluent.io/blog/automate-kafka-migration-with-kcp/>)

Author: Ahmed Saef Zamzam

Published: 2026-09-14T07:00:00Z

Content type: tutorial

Language: en

Sources: [Confluent: Data in motion](<https://devfeed.tech/sources/confluent-data-in-motion.md>)

Topics: [Kafka](<https://devfeed.tech/topics/kafka.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Confluent Cloud](<https://devfeed.tech/topics/confluent-cloud.md>), [Replication](<https://devfeed.tech/topics/replication.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Structured-data](<https://devfeed.tech/topics/structured-data.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [confluent](<https://devfeed.tech/tags/confluent.md>), [confluent-cloud](<https://devfeed.tech/tags/confluent-cloud.md>), [data-replication](<https://devfeed.tech/tags/data-replication.md>), [infrastructure-as-code-iac](<https://devfeed.tech/tags/infrastructure-as-code-iac.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [migration](<https://devfeed.tech/tags/migration.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>), [replication](<https://devfeed.tech/tags/replication.md>), [schema](<https://devfeed.tech/tags/schema.md>)

### AI overview

The article explains how Confluent's open source KCP tool automates migration from Amazon MSK to Confluent Cloud. KCP supports discovery, infrastructure provisioning, ACL and schema mapping, and migration, while Cluster Linking provides offset-preserving data replication. Support for self-managed Kafka migrations is described as coming soon.

### Source excerpt

Use Kafka Copy Paste (KCP) to automate Kafka migration with infrastructure generation, ACL and schema mapping, and offset-preserving data replication.

## Kubernetes v1.37 brings 67 enhancements. Which matter for operators?

DevFeed: [Kubernetes v1.37 brings 67 enhancements. Which matter for operators?](<https://devfeed.tech/articles/kubernetes-v1-37-brings-67-enhancements-which-matter-for-operators-8480.md>)

Original publisher: [Read original article](<https://thenewstack.io/kubecon-kubernetes-updates-security/>)

Author: Bill Doerrfeld

Published: 2026-09-11T17:40:04Z

Content type: news

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>), [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [migration](<https://devfeed.tech/topics/migration.md>), [AI Platform](<https://devfeed.tech/topics/ai-platform.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [cloud-native-ecosystem](<https://devfeed.tech/tags/cloud-native-ecosystem.md>), [hpe](<https://devfeed.tech/tags/hpe.md>), [infrastructure-as-code](<https://devfeed.tech/tags/infrastructure-as-code.md>), [kubecon-cloudnativecon-na-2026](<https://devfeed.tech/tags/kubecon-cloudnativecon-na-2026.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [post](<https://devfeed.tech/tags/post.md>), [road-to-kubecon](<https://devfeed.tech/tags/road-to-kubecon.md>), [sponsor-hpe](<https://devfeed.tech/tags/sponsor-hpe.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

A Kubernetes roundup covers v1.37 enhancements, HPE Morpheus and Terraform provider changes, migration tooling, and recent CNCF project graduations including Kubeflow.

### Source excerpt

Welcome to the first edition of Road to KubeCon, where we'll track the world of Kubernetes as we approach KubeCon The post Kubernetes v1.37 brings 67 enhancements. Which matter for operators? appeared first on The New Stack.

## SymfonyCon Warsaw 2026: Calling the Symfony Container from Legacy Code

DevFeed: [SymfonyCon Warsaw 2026: Calling the Symfony Container from Legacy Code](<https://devfeed.tech/articles/symfonycon-warsaw-2026-calling-the-symfony-container-from-legacy-code-8582.md>)

Original publisher: [Read original article](<https://symfony.com/blog/symfonycon-warsaw-2026-calling-the-symfony-container-from-legacy-code>)

Author: Eloïse Charrier

Published: 2026-09-11T08:00:00Z

Content type: news

Language: en

Sources: [Symfony Blog](<https://devfeed.tech/sources/symfony-blog.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>), [PHP](<https://devfeed.tech/topics/php.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [conference](<https://devfeed.tech/tags/conference.md>), [dependency-injection](<https://devfeed.tech/tags/dependency-injection.md>), [events](<https://devfeed.tech/tags/events.md>), [migration](<https://devfeed.tech/tags/migration.md>), [php](<https://devfeed.tech/tags/php.md>), [symfony](<https://devfeed.tech/tags/symfony.md>)

### AI overview

Announcement for SymfonyCon Warsaw 2026, including a talk on booting the Symfony container from legacy PHP code to support dependency injection during migration.

### Source excerpt

Save the date for SymfonyCon Warsaw 2026 on November 26-27 in Warsaw, Poland! Experience two days of learning and networking with 3 parallel tracks and exciting community events. 🎤 Speaker announcement Next up in Warsaw: Rachelle Scheijen, Owner...

## How Featured's users make 100K media pitches per month on Vercel

DevFeed: [How Featured's users make 100K media pitches per month on Vercel](<https://devfeed.tech/articles/how-featured-s-users-make-100k-media-pitches-per-month-on-vercel-738.md>)

Original publisher: [Read original article](<https://vercel.com/blog/how-featureds-users-make-100k-media-pitches-per-month-on-vercel>)

Author: Susan Aziz

Published: 2026-09-11T04:00:00Z

Content type: article

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>), [vercel ai sdk](<https://devfeed.tech/topics/vercel-ai-sdk.md>), [AI Chat](<https://devfeed.tech/topics/ai-chat.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-gateway](<https://devfeed.tech/tags/ai-gateway.md>), [aws](<https://devfeed.tech/tags/aws.md>), [featured](<https://devfeed.tech/tags/featured.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [migration](<https://devfeed.tech/tags/migration.md>), [models](<https://devfeed.tech/tags/models.md>), [vercel](<https://devfeed.tech/tags/vercel.md>), [vercel-ai-sdk](<https://devfeed.tech/tags/vercel-ai-sdk.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

Featured describes migrating 374 Sanity sites from AWS Elastic Beanstalk to Vercel while using Vercel's AI SDK, AI Gateway, and Workflow SDK to reduce infrastructure work for a three-engineer team.

### Source excerpt

Featured on Vercel 3 engineers supporting 3 brands and 100,000+ users on Vercel Migrated 374 Sanity sites from AWS Elastic Beanstalk to Vercel AI SDK and AI Gateway power Featured's chat bot across 17 models Workflow SDK replaced custom long-running job infrastructure Featured is a co-pilot for public relations (PR) that subject matter experts and PR teams use to find media opportunities. Tell Featured's agents what you know, and it surfaces opportunities across journalist requests, podcasts, awards, and GEO, with no PR background required. Founder Brett Farmiloe knows from experience how hard and time consuming getting press is. He spent 10 years running Markitors, a digital marketing agency with 500 small business clients. Every client, from an eyelash extension supplier to an equipment financing company, had real expertise to share, but no way to get it in front of journalists. PR, as Farmiloe puts it, "has always been about who has access to what." He founded Featured to change the question from who has access to who has knowledge. Featured connects one of their users with a journalist or publisher every 6 seconds. Their agents deliver more than 100,000 media pitches per month, and have sent over 100 million Help A Reporter Out (HARO) emails in the past year. Behind it all is an engineering team of just three people. With a team that lean, there's no time to manage servers or piece together custom integrations. Every hour spent on infrastructure is an hour taken away from building features what will help their customers land more media placements. The cost of managing infrastructure by hand Before Vercel, Featured's infrastructure work pulled the team away from product development. Hosting lived on AWS Elastic Beanstalk, AI features depended on custom provider integrations, and long-running, multi-step jobs ran on separate orchestration infrastructure. Each layer worked, but each one added operational overhead for a three-person team supporting multiple brands.

## What's New in Jackson 3?

DevFeed: [What's New in Jackson 3?](<https://devfeed.tech/articles/what-s-new-in-jackson-3-4496.md>)

Original publisher: [Read original article](<https://www.baeldung.com/java-jackson-3-updates>)

Author: Mateusz Szablak

Published: 2026-09-10T19:10:48Z

Content type: tutorial

Language: en

Sources: [Baeldung](<https://devfeed.tech/sources/baeldung.md>)

Topics: [Jackson, Java Dates, Exception, LocalDate](<https://devfeed.tech/topics/jackson-java-dates-exception-localdate.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [android](<https://devfeed.tech/tags/android.md>), [api](<https://devfeed.tech/tags/api.md>), [jackson](<https://devfeed.tech/tags/jackson.md>), [jackson-basics](<https://devfeed.tech/tags/jackson-basics.md>), [jackson-jackson-basics](<https://devfeed.tech/tags/jackson-jackson-basics.md>), [java](<https://devfeed.tech/tags/java.md>), [json](<https://devfeed.tech/tags/json.md>), [migration](<https://devfeed.tech/tags/migration.md>), [popular](<https://devfeed.tech/tags/popular.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

### AI overview

A tutorial on Jackson 3.0's architectural and migration changes from Jackson 2.x, including its Java 17 baseline, new artifact and package names, Android considerations, and removed deprecated APIs.

### Source excerpt

Learn what's new in Jackson 3, how it differs from Jackson 2, and what you need to do in order to migrate from Jackson 2.x to the new version. The post What's New in Jackson 3? first appeared on Baeldung.

## Backblaze B2 x Suite Studios: S3 Native File Streaming Turns B2 Cloud Storage Into a High-Performance Drive

DevFeed: [Backblaze B2 x Suite Studios: S3 Native File Streaming Turns B2 Cloud Storage Into a High-Performance Drive](<https://devfeed.tech/articles/backblaze-b2-x-suite-studios-s3-native-file-streaming-turns-b2-cloud-storage-into-a-high-performance-drive-12318.md>)

Original publisher: [Read original article](<https://www.backblaze.com/blog/backblaze-b2-x-suite-studios-s3-native-file-streaming-turns-b2-cloud-storage-into-a-high-performance-drive/>)

Author: Dave Simon

Published: 2026-09-10T14:04:38Z

Content type: article

Language: en

Sources: [Backblaze Blog | Cloud Storage & Cloud Backup](<https://devfeed.tech/sources/backblaze-blog-cloud-storage-cloud-backup.md>)

Topics: [Amazon S3](<https://devfeed.tech/topics/amazon-s3.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [Filesystems](<https://devfeed.tech/topics/filesystems.md>), [mount](<https://devfeed.tech/topics/mount.md>), [data](<https://devfeed.tech/topics/data.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [automation](<https://devfeed.tech/tags/automation.md>), [b2cloud](<https://devfeed.tech/tags/b2cloud.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloud-storage](<https://devfeed.tech/tags/cloud-storage.md>), [data](<https://devfeed.tech/tags/data.md>), [featured](<https://devfeed.tech/tags/featured.md>), [featured-cloud-storage](<https://devfeed.tech/tags/featured-cloud-storage.md>), [media](<https://devfeed.tech/tags/media.md>), [media-workflow](<https://devfeed.tech/tags/media-workflow.md>), [migration](<https://devfeed.tech/tags/migration.md>), [mount](<https://devfeed.tech/tags/mount.md>), [nas](<https://devfeed.tech/tags/nas.md>), [object-storage](<https://devfeed.tech/tags/object-storage.md>), [s3](<https://devfeed.tech/tags/s3.md>), [storage](<https://devfeed.tech/tags/storage.md>), [streaming](<https://devfeed.tech/tags/streaming.md>)

### AI overview

Backblaze B2 integrates with Suite Studios' S3 Native File Streaming to provide drive-like, high-performance access to cloud-stored data. Teams can mount B2 buckets, stream only the file portions applications need, and use standard S3-compatible objects without duplicating or relocating datasets. The integration supports media production and other workflows involving large cloud datasets.

### Source excerpt

Backblaze B2 now integrates with Suite Studios S3 Native File Streaming, giving teams high-performance, drive-like access to cloud data. Work directly with standard S3-compatible objects across media, scientific, geospatial, and engineering workflows without duplicating datasets or creating new storage silos. The post Backblaze B2 x Suite Studios: S3 Native File Streaming Turns B2 Cloud Storage Into a High-Performance Drive appeared first on Backblaze Blog | Cloud Storage & Cloud Backup

## Migrating Shop app from React Native to native

DevFeed: [Migrating Shop app from React Native to native](<https://devfeed.tech/articles/migrating-shop-app-from-react-native-to-native-1583.md>)

Original publisher: [Read original article](<https://shopify.engineering/shop-app-migration>)

Author: Max Da Silva

Published: 2026-09-10T12:27:06Z

Content type: article

Language: en

Sources: [Shopify Engineering](<https://devfeed.tech/sources/shopify-engineering.md>), [Shopify Engineering - Shopify Engineering](<https://devfeed.tech/sources/shopify-engineering-shopify-engineering.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [android](<https://devfeed.tech/tags/android.md>), [compose](<https://devfeed.tech/tags/compose.md>), [ios](<https://devfeed.tech/tags/ios.md>), [kotlin](<https://devfeed.tech/tags/kotlin.md>), [migration](<https://devfeed.tech/tags/migration.md>), [react-native](<https://devfeed.tech/tags/react-native.md>), [swift](<https://devfeed.tech/tags/swift.md>)

### AI overview

Shopify describes migrating the Shop app from React Native to native Swift and Kotlin development. Coding agents supported a proof of concept and the subsequent rebuild while the team aimed to preserve feature behavior and analytics events.

### Source excerpt

We migrated the Shop app from React Native to Swift and Kotlin. Assisted by AI, the team was able to go from a proof of concept to a fully rebuilt native app published in the app stores in just 12 weeks.

## Join Us at the Zephyr Project Meetup in Amsterdam

DevFeed: [Join Us at the Zephyr Project Meetup in Amsterdam](<https://devfeed.tech/articles/join-us-at-the-zephyr-project-meetup-in-amsterdam-8798.md>)

Original publisher: [Read original article](<https://blog.jetbrains.com/clion/2026/09/join-us-at-the-zephyr-project-meetup-in-amsterdam/>)

Author: Maria Goldade

Published: 2026-09-10T10:37:58Z

Content type: article

Language: en

Sources: [The JetBrains Blog](<https://devfeed.tech/sources/the-jetbrains-blog.md>)

Topics: [Embedded Software Dev](<https://devfeed.tech/topics/embedded-software-dev.md>), [Operating system](<https://devfeed.tech/topics/operating-system.md>), [developer tooling](<https://devfeed.tech/topics/developer-tooling.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [community](<https://devfeed.tech/tags/community.md>), [embedded](<https://devfeed.tech/tags/embedded.md>), [events](<https://devfeed.tech/tags/events.md>), [fuzzing](<https://devfeed.tech/tags/fuzzing.md>), [migration](<https://devfeed.tech/tags/migration.md>), [news](<https://devfeed.tech/tags/news.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

An invitation to a Zephyr Project meetup in Amsterdam, featuring talks on embedded development, tooling, firmware fuzzing, AI-assisted setup, and migration to Zephyr.

### Source excerpt

Register for the Meetup On September 15, the Zephyr community is coming together for an in-person meetup at the JetBrains office in Amsterdam. The Zephyr Project is an open-source collaboration project hosted by the Linux Foundation. Its community brings together developers, users, silicon vendors, device manufacturers, and software companies to build a small, scalable real-time [...]

## German optics giant ditches greenfield SAP migration

DevFeed: [German optics giant ditches greenfield SAP migration](<https://devfeed.tech/articles/german-optics-giant-ditches-greenfield-sap-migration-8568.md>)

Original publisher: [Read original article](<https://www.theregister.com/software/2026/09/10/german-optics-giant-ditches-greenfield-sap-migration/5295251>)

Author: Lindsay Clark

Published: 2026-09-10T09:45:00Z

Content type: news

Language: en

Sources: [www.theregister.com - Articles](<https://devfeed.tech/sources/www-theregister-com-articles.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [enterprise](<https://devfeed.tech/tags/enterprise.md>), [erp](<https://devfeed.tech/tags/erp.md>), [migration](<https://devfeed.tech/tags/migration.md>), [platform](<https://devfeed.tech/tags/platform.md>), [sap](<https://devfeed.tech/tags/sap.md>), [software](<https://devfeed.tech/tags/software.md>)

### AI overview

A German optics company has dropped a greenfield SAP migration approach. Its revised plan moves the existing landscape to a new platform to achieve faster progress.

### Source excerpt

'Realigned' project plan aims to move existing landscape to new platform to 'achieve faster progress'

## VMware defends ending downloads of SDK that helps VM backups - or migrations to rivals

DevFeed: [VMware defends ending downloads of SDK that helps VM backups - or migrations to rivals](<https://devfeed.tech/articles/vmware-defends-ending-downloads-of-sdk-that-helps-vm-backups-or-migrations-to-rivals-8575.md>)

Original publisher: [Read original article](<https://www.theregister.com/virtualization/2026/09/10/vmware-defends-ending-downloads-of-sdk-that-helps-vm-backups-or-migrations-to-rivals/5295421>)

Author: Simon Sharwood

Published: 2026-09-10T02:05:58Z

Content type: news

Language: en

Sources: [www.theregister.com - Articles](<https://devfeed.tech/sources/www-theregister-com-articles.md>)

Topics: [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [dev](<https://devfeed.tech/tags/dev.md>), [migration](<https://devfeed.tech/tags/migration.md>), [software-license](<https://devfeed.tech/tags/software-license.md>), [virtualization](<https://devfeed.tech/tags/virtualization.md>), [vmware](<https://devfeed.tech/tags/vmware.md>)

### AI overview

The article reports that VMware is defending its decision to end downloads of an SDK used for virtual-machine backups and potentially migrations to rival platforms. VMware says the license was never intended to support moving VMs.

### Source excerpt

Says license was never about moving VMs

## GitHub availability report: August 2026

DevFeed: [GitHub availability report: August 2026](<https://devfeed.tech/articles/github-availability-report-august-2026-83.md>)

Original publisher: [Read original article](<https://github.blog/news-insights/company-news/github-availability-report-august-2026/>)

Author: Jakub Oleksy

Published: 2026-09-10T02:05:17Z

Content type: article

Language: en

Sources: [GitHub Engineering](<https://devfeed.tech/sources/github-engineering.md>)

Topics: [GitHub](<https://devfeed.tech/topics/github.md>), [site-reliability-engineering](<https://devfeed.tech/topics/site-reliability-engineering.md>), [migration](<https://devfeed.tech/topics/migration.md>), [MySQL](<https://devfeed.tech/topics/mysql.md>), [GitHub Actions](<https://devfeed.tech/topics/github-actions.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [azure](<https://devfeed.tech/tags/azure.md>), [company-news](<https://devfeed.tech/tags/company-news.md>), [database](<https://devfeed.tech/tags/database.md>), [github](<https://devfeed.tech/tags/github.md>), [github-actions](<https://devfeed.tech/tags/github-actions.md>), [github-availability-report](<https://devfeed.tech/tags/github-availability-report.md>), [migration](<https://devfeed.tech/tags/migration.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [mysql](<https://devfeed.tech/tags/mysql.md>), [news-insights](<https://devfeed.tech/tags/news-insights.md>), [outage](<https://devfeed.tech/tags/outage.md>), [performance](<https://devfeed.tech/tags/performance.md>), [production](<https://devfeed.tech/tags/production.md>)

### AI overview

GitHub reports five August incidents with degraded service performance and describes capacity, resiliency, database, Azure migration, and GitHub Actions improvements.

### Source excerpt

In August, we experienced five incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: August 2026 appeared first on The GitHub Blog.

## PostgreSQL Migrator 1.0 : first stable release

DevFeed: [PostgreSQL Migrator 1.0 : first stable release](<https://devfeed.tech/articles/postgresql-migrator-1-0-first-stable-release-4722.md>)

Original publisher: [Read original article](<https://www.postgresql.org/about/news/postgresql-migrator-10-first-stable-release-3377/>)

Published: 2026-09-10T00:00:00Z

Content type: release

Language: en

Sources: [PostgreSQL news](<https://devfeed.tech/sources/postgresql-news.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [releases](<https://devfeed.tech/topics/releases.md>), [MySQL](<https://devfeed.tech/topics/mysql.md>), [Oracle Database](<https://devfeed.tech/topics/oracle-database.md>), [ci](<https://devfeed.tech/topics/ci.md>)

Tags: [ci](<https://devfeed.tech/tags/ci.md>), [migration](<https://devfeed.tech/tags/migration.md>), [mysql](<https://devfeed.tech/tags/mysql.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [oracle](<https://devfeed.tech/tags/oracle.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [release](<https://devfeed.tech/tags/release.md>)

### AI overview

PostgreSQL Migrator 1.0 is the first stable release of an open-source tool for migrating Oracle, MySQL, and MariaDB databases to PostgreSQL. It supports full inspection and limited conversion and migration for selected database objects, with compatibility promised across 1.x releases.

### Source excerpt

Paris, 7th september 2026. The Dalibo team is pleased to announce the release of PostgreSQL Migrator 1.0 stable, a free and open-source tool designed to help migrate databases from Oracle and MySQL/MariaDB to PostgreSQL. Key features Easy installation: pure Go binary with zero proprietary dependencies. Fast, offline inspection: Extract the full source catalog once, then iterate on conversion offline. Complexity scoring: Quickly assess and compare the difficulty of migration projects. Interactive web UI: Browse both the original and converted catalogs, search objects, and identify migration blockers. Schema and data conversion: Converts datatype and SQL expression, convert column to boolean. Code analysis and transpilation: Transpiles and analyzes SQL, PL/SQL and routines with the companion transqlate tool. High-performance data copy: Streamed bulk COPY to PostgreSQL (or to files / pipes), with low memory usage and significantly higher throughput than traditional tools in our tests. Hackable & configurable: Reliable JSON catalog data, TOML configuration, and templating for fine-tuning. Supported features PostgreSQL Migrator supports migrating from Oracle Database 11g to 26ai, MySQL 8.4+ and MariaDB 10+ to PostgreSQL 16 up to 19. Version 1.0 has full inspection including jobs, system triggers, etc. However, conversion and migration is limited to role, schema, sequences, table, virtual columns, constraints and indexes. The documentation describes implemented and planned features including views, procedural objects, SQL Server and more. Stability We have built a demanding CI pipeline including end-to-end tests based on Oracle Free container and cypress. This effectively prevents regression and ensure quality. After one year of beta and rc, PostgreSQL Migrator is stable. We'll ensure configuration, CLI and project compatibility for all 1.x releases. License and availability PostgreSQL Migrator is released under the PostgreSQL License. Documentation: https://postgresql-mi

## Join our live webinars: Migrating from Atlassian to YouTrack

DevFeed: [Join our live webinars: Migrating from Atlassian to YouTrack](<https://devfeed.tech/articles/join-our-live-webinars-migrating-from-atlassian-to-youtrack-8809.md>)

Original publisher: [Read original article](<https://blog.jetbrains.com/youtrack/2026/09/migrating-from-atlassian-to-youtrack-webinar/>)

Author: Elena Pishkova

Published: 2026-09-09T12:51:07Z

Content type: news

Language: en

Sources: [The JetBrains Blog](<https://devfeed.tech/sources/the-jetbrains-blog.md>)

Topics: [migration](<https://devfeed.tech/topics/migration.md>), [AI Bots](<https://devfeed.tech/topics/ai-bots.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [atlassian](<https://devfeed.tech/tags/atlassian.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [data-center](<https://devfeed.tech/tags/data-center.md>), [demo](<https://devfeed.tech/tags/demo.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [events](<https://devfeed.tech/tags/events.md>), [helpdesk](<https://devfeed.tech/tags/helpdesk.md>), [knowledge-base](<https://devfeed.tech/tags/knowledge-base.md>), [livestreams](<https://devfeed.tech/tags/livestreams.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [migration](<https://devfeed.tech/tags/migration.md>), [project-management](<https://devfeed.tech/tags/project-management.md>), [tutorials](<https://devfeed.tech/tags/tutorials.md>), [webinar](<https://devfeed.tech/tags/webinar.md>), [workflows](<https://devfeed.tech/tags/workflows.md>), [youtrack](<https://devfeed.tech/tags/youtrack.md>), [youtrack-server](<https://devfeed.tech/tags/youtrack-server.md>)

### AI overview

JetBrains announces live webinars about migrating from Atlassian products to YouTrack. Sessions cover moving projects, users, and data from Jira, Confluence, and Jira Service Management, with migration demos, deployment and pricing information, customer stories, and regional sessions.

### Source excerpt

Atlassian is discontinuing sales and support for Data Center products. If you're exploring alternatives, join us for a live session on September 30 to see how Jira-to-YouTrack migration works, including a demo and real customer stories. Register for the worldwide English-language webinar, hosted by the YouTrack team, or attend a regional session in Japanese hosted [...]

## Modernizing complex legacy code with AI agents.

DevFeed: [Modernizing complex legacy code with AI agents.](<https://devfeed.tech/articles/modernizing-complex-legacy-code-with-ai-agents-7026.md>)

Original publisher: [Read original article](<https://mistral.ai/news/legacy-code-modernization/>)

Published: 2026-09-09T12:00:46Z

Content type: article

Language: en

Sources: [Mistral AI Blog](<https://devfeed.tech/sources/mistral-ai-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [C++](<https://devfeed.tech/topics/c-plus-plus.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [code](<https://devfeed.tech/tags/code.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [migration](<https://devfeed.tech/tags/migration.md>), [modernization](<https://devfeed.tech/tags/modernization.md>), [review](<https://devfeed.tech/tags/review.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

Mistral describes migrating a 40,000-line Fortran 77 reservoir simulator to C++ with AI agents and human oversight. The approach emphasizes numerical-parity verification, documentation, architectural refactoring, and maintainability.

### Source excerpt

Mistral helped a European energy operator migrate 40,000 lines of Fortran 77 to C++. Learn how it was done, and the lessons to carry forward.

## Use Drizzle ORM with Appwrite Postgres

DevFeed: [Use Drizzle ORM with Appwrite Postgres](<https://devfeed.tech/articles/use-drizzle-orm-with-appwrite-postgres-16474.md>)

Original publisher: [Read original article](<https://appwrite.io/blog/post/drizzle-orm-appwrite-postgres>)

Author: Atharva Deosthale

Published: 2026-09-08T00:00:00Z

Content type: tutorial

Language: en

Sources: [Appwrite Blog](<https://devfeed.tech/sources/appwrite-blog.md>)

Topics: [Appwrite](<https://devfeed.tech/topics/appwrite.md>), [Drizzle](<https://devfeed.tech/topics/drizzle.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Object-relational mapping](<https://devfeed.tech/topics/orm.md>), [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>), [TypeScript](<https://devfeed.tech/topics/typescript.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [SQL](<https://devfeed.tech/topics/sql.md>)

Tags: [data](<https://devfeed.tech/tags/data.md>), [drizzle](<https://devfeed.tech/tags/drizzle.md>), [migration](<https://devfeed.tech/tags/migration.md>), [migrations](<https://devfeed.tech/tags/migrations.md>), [orm](<https://devfeed.tech/tags/orm.md>), [postgres](<https://devfeed.tech/tags/postgres.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [schema](<https://devfeed.tech/tags/schema.md>), [sql](<https://devfeed.tech/tags/sql.md>), [tutorials](<https://devfeed.tech/tags/tutorials.md>), [typescript](<https://devfeed.tech/tags/typescript.md>)

### AI overview

A tutorial showing how to connect Drizzle ORM to Appwrite Postgres, define tables and queries in TypeScript, generate and apply SQL migrations, seed data, and evolve a schema while preserving existing records.

### Source excerpt

Connect Drizzle ORM to Appwrite Postgres, query data with TypeScript, and apply SQL migrations as your schema changes.

[Next page](<https://devfeed.tech/tags/migration.md?cursor=WyIyMDI2LTA5LTA4VDAwOjAwOjAwKzAwOjAwIiwgImRmYzY2YTlmLTk0YzAtNDYyMS1hZjQ4LWI0YTgwYzY5N2IyNSJd>)