#Design #Introductions
Guardrails for AI agents · Preventing AI agents from behaving in undesirable ways https://ilo.im/167i1k

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#Business #AI #Ethics #Constraints #Safety #Workflows #ProductDesign #UxDesign #UiDesign #WebDesign

🛠️ Tool
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Opening: The n8n Workflow Browser UI centralizes workflow discovery, inspection, and export. It focuses on instant search, filterable views by trigger type and complexity tiers, and quick actions for exporting or visualizing workflows.

Key Features:
• Instant search across workflows to surface relevant flows rapidly.
• Filter by trigger type (Webhook, Scheduled, Manual and others) and complexity (Low, Medium, High) to narrow results.
• Per-workflow actions including Download JSON, View JSON, View Diagram, and Copy operations for quick export or sharing.
• Status indicators showing total/active workflows, node counts, and integration tallies to aid triage.

Technical Implementation:
• UI-driven filtering implies client-side indexing or backend search endpoints capable of fielded queries (trigger type, category, complexity, active state).
• Export actions rely on serialized workflow definitions (JSON) and a rendered graph model for diagram views; preserving node metadata and integration references is essential for reproducibility.

Use Cases:
• Audit and governance teams validating automation coverage and complexity across an estate.
• Developers needing quick export/import of workflow definitions for CI/CD or code-review processes.
• SOC/SRE teams reviewing automation nodes and integrations as part of incident playbooks.

Installation / Deployment:
• The UI integrates with existing n8n backend services that store workflow JSON and metadata. Ensure search indices or queryable APIs are enabled for performant instant search.

Limitations:
• Diagram rendering and large-workflow pagination require efficient client-side rendering strategies to avoid UI freezes.
• Error states for workflow load must expose actionable telemetry for debugging failed loads.

References:
• Workflow export format: JSON
• UI actions: Download JSON, View Diagram

🔹 n8n #workflows #automation #json #tool

🔗 Source: https://n8n-workflows-production-9cc4.up.railway.app/

Nicola Soranzo presented 'Making Galaxy workflows sustainable and FAIR' on Day 2 of European Galaxy Days.
Read more: https://www.earlham.ac.uk/research-project/elixir-uk

@nsoranzo @galaxyfreiburg
#EGD2025 #galaxy_workflows #sustainable #galaxyproject #workflows #eosc #fair #open_science

On Day 1 of European Galaxy Days, Mina Hojat Ansari presented FAIRYMAGS: A Galaxy Workflow for MAG Recovery Applied to Termite Microbiomes.
Read more: https://elixir-europe.org/how-we-work/scientific-programme/commissioned-services/science/bfsp/fairymags

@galaxyfreiburg
#termite #EGD2025 #microbiomes #workflow #genome_assembly #galaxyproject #workflows #metagenome #eosc #fair #open_science

FlowSynx – Orchestrate Declarative, Plugin-Driven DAG Workflows on .NET

https://flowsynx.io/

#HackerNews #FlowSynx #Declarative #Workflows #.NET #DAG #Orchestration #PluginDriven

On Day 1 of European Galaxy Days, John Chilton presented Building More Usable Galaxy Workflows with Improved Dataset Collections.

@galaxyfreiburg
#EGD2025 #dataset #galaxyproject #workflows #collections #eosc #fair #open_science

“Technical progress in #AI has slowed.

Established #LLMs aren't improving at the expected rate.

#GPT4 (released in March 2023) was much better than #GPT3 (June 2020). But #GPT5, released over two years later, in 2025, and estimated to cost 10 times more to #train, did not make the same impression.

There's less talk now of inventing #SuperIntelligence and more interest in the less exciting #practical #applications: #coding #software, #Organisational #Workflows.”

#AIBoom / #AIBust /# resources / #water / #DiminishingReturns <https://abc.net.au/news/science/2025-09-26/australia-future-artificial-intelligence-ai-technology-progress/105815470>

Revolutionizing #astrophysics research, AIP has launched a secure, open-source AI platform that features an agentic LLM assistant capable of autonomously generating and executing complete, reproducible scientific #workflows (REANA). "Research Automation with Agentic #LLMs " by Arman Khalatyan, Leibniz Institute for Astrophysics, Potsdam

https://zenodo.org/records/17200978

#AI #generativeAI #agenticAI #security #escience @punch4nfdi #NFDIrocks @fiz_karlsruhe @AnnaJacyszyn @Feelix @ITAS @KIT_Karlsruhe