Latest in software engineering and AI integration

GSWE addresses relevant developments in software, AI, and digitalization through current posts. The focus is on expert perspectives, business context, and topics that matter to companies, public-sector clients, and digital initiatives.

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Keep moving content under user control09/09/26 - 09:43 PM

Automatic changes should not unnecessarily interfere with reading and interaction.

Document controls together with their states09/09/26 - 09:43 PM

A design system also needs focus, error, loading and disabled states.

Error messages need a clear path to correction09/09/26 - 09:43 PM

A red border alone does not explain what needs correcting.

Check the keyboard path through a form09/09/26 - 09:43 PM

A complete workflow reveals more than isolated input checks.

A project handover must be executable09/09/26 - 09:43 PM

Source code, startup instructions and responsibilities need to form one usable working baseline.

Turn a defect into a permanent regression test09/09/26 - 09:43 PM

A correction is more dependable when its original trigger remains reproducible.

Test permissions through real application routes09/09/26 - 09:43 PM

Permission models become dependable through verified access to lists, details and changes.

A release needs a tested recovery path09/09/26 - 09:43 PM

Why an older application version alone does not provide a reliable rollback.

Treat a model switch as an application change09/09/26 - 09:43 PM

New models can change response behavior, tool calls and failure modes.

Bound AI tools with explicit approval rules09/09/26 - 09:43 PM

Reading, preparing and executing require different technical permissions.

Evaluate AI responses against a stable test set09/09/26 - 09:43 PM

One convincing example does not replace repeatable quality evaluation.

Restrict AI access before generating an answer09/09/26 - 09:43 PM

An assistant should receive only sources the current user is authorized to access.

Validate incoming data before accepting it09/09/26 - 09:43 PM

Readable files and valid JSON can still contain unusable business data.

Failed-message queues need an operational workflow09/09/26 - 09:43 PM

Stored failures become useful when ownership and recovery are clear.

Establish data ownership before synchronization09/09/26 - 09:43 PM

Field mappings also need rules for updates, conflicts and deletions.

Retry without performing a business operation twice09/09/26 - 09:43 PM

After a timeout, the receiving system may already have processed the request.

Software development systems with clear structure03/31/26 - 12:23 PM

GSWE develops systems that structure processes, organize data flows, and keep digital applications manageable over time.

Meet apopruefung at expopharm Munich 202603/20/26 - 02:52 PM

expopharm apopruefung Munich: meet apopruefung at expopharm 2026 and discuss digital invoice verification on site.

GSWE entwickelt eigenen MCP Server03/13/26 - 01:43 PM

GSWE is now using its own MCP server in production and also offers the development of such interfaces for customer projects.

3 new websites based on Sulu CMS released03/01/22 - 08:14 PM

Europa Union Hamburg received a multi-domain solution for its website, Info-Point Europa, and related digital services.

Keep moving content under user control Document controls together with their states Error messages need a clear path to correction Check the keyboard path through a form A project handover must be executable Turn a defect into a permanent regression test Test permissions through real application routes A release needs a tested recovery path Treat a model switch as an application change Bound AI tools with explicit approval rules Evaluate AI responses against a stable test set Restrict AI access before generating an answer Validate incoming data before accepting it Failed-message queues need an operational workflow Establish data ownership before synchronization Retry without performing a business operation twice Software development systems with clear structure Meet apopruefung at expopharm Munich 2026 GSWE entwickelt eigenen MCP Server 3 new websites based on Sulu CMS released