# Tech watch

[Canonical source](<https://sebastien.rigaux.be/en/tech-watch/page/21>)

## [Collect .NET memory dumps in Kubernetes](<https://sebastien.rigaux.be/en/tech-watch/links/collect-net-memory-dumps-in-kubernetes>)

This tutorial walks through collecting a memory dump from a .NET application running in a pod. It provides a diagnostic workflow for investigating problems beyond application logs.

2023-08-27 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/collect-net-memory-dumps-in-kubernetes.md>) · [Original resource](<https://cezarypiatek.github.io/post/memory-dump-on-kubernetes/>)

## [Argo CD Autopilot: structure a GitOps repository](<https://sebastien.rigaux.be/en/tech-watch/links/argo-cd-autopilot-structure-a-gitops-repository>)

Autopilot provides a repository structure and workflow for installing Argo CD and deploying applications. It also supports rebuilding a cluster from the desired state stored in Git.

2023-08-25 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/argo-cd-autopilot-structure-a-gitops-repository.md>) · [Original resource](<https://github.com/argoproj-labs/argocd-autopilot>)

## [Kuberhealthy: run synthetic checks inside Kubernetes](<https://sebastien.rigaux.be/en/tech-watch/links/kuberhealthy-run-synthetic-checks-inside-kubernetes>)

The article shows how to deploy Kuberhealthy, define checks and expose results to Prometheus. It provides a way to monitor actual service behavior from within the cluster.

2023-08-16 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/kuberhealthy-run-synthetic-checks-inside-kubernetes.md>) · [Original resource](<https://martinheinz.dev/blog/95>)

## [Azure Chat: deploy a private conversational interface](<https://sebastien.rigaux.be/en/tech-watch/links/azure-chat-deploy-a-private-conversational-interface>)

Microsoft’s accelerator provides a starting point for deploying chat in an Azure subscription. It documents identity providers, extensions and conversations grounded in files.

2023-08-14 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/azure-chat-deploy-a-private-conversational-interface.md>) · [Original resource](<https://github.com/microsoft/azurechat>)

## [Humanscript: experiment with natural-language scripts](<https://sebastien.rigaux.be/en/tech-watch/links/humanscript-experiment-with-natural-language-scripts>)

Humanscript uses an LLM to interpret natural-language instructions and translate them into code at runtime. A screenshot-organizing example illustrates this approach to automation.

2023-08-10 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/humanscript-experiment-with-natural-language-scripts.md>) · [Original resource](<https://github.com/lukechilds/humanscript>)

## [A Kubernetes reference for commands and concepts](<https://sebastien.rigaux.be/en/tech-watch/links/a-kubernetes-reference-for-commands-and-concepts>)

This file collects setup notes, kubectl commands and Kubernetes resources. Its browsable GitHub format makes it a practical reference, with some examples reflecting older tooling.

2023-08-09 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/a-kubernetes-reference-for-commands-and-concepts.md>) · [Original resource](<https://github.com/kfoozminus/cheatsheets/blob/master/kubernetes.md>)

## [Build an application on Postgres with Supabase](<https://sebastien.rigaux.be/en/tech-watch/links/build-an-application-on-postgres-with-supabase>)

Supabase combines Postgres with authentication, REST APIs, functions, storage, and realtime sync. The platform provides common backend services while keeping data in a portable database.

2023-07-30 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/build-an-application-on-postgres-with-supabase.md>) · [Original resource](<https://supabase.com/>)

## [Configure Kubernetes HPA with meaningful metrics](<https://sebastien.rigaux.be/en/tech-watch/links/configure-kubernetes-hpa-with-meaningful-metrics>)

This guide explains HPA behavior and the use of custom metrics to adjust replicas. It connects metric selection and resource limits to practical scaling behavior.

2023-07-27 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/configure-kubernetes-hpa-with-meaningful-metrics.md>) · [Original resource](<https://caiolombello.medium.com/kubernetes-hpa-custom-metrics-for-effective-cpu-memory-scaling-23526bba9b4>)

## [Connect GitHub Actions, Helm and Argo CD in a GitOps workflow](<https://sebastien.rigaux.be/en/tech-watch/links/connect-github-actions-helm-and-argo-cd-in-a-gitops-workflow>)

The tutorial assembles a Kubernetes delivery pipeline with GitHub Actions, Helm and Argo CD. It explains the Git synchronization model behind a pull-based GitOps workflow.

2023-07-27 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/connect-github-actions-helm-and-argo-cd-in-a-gitops-workflow.md>) · [Original resource](<https://medium.com/@ikbenezer/gitops-ci-cd-automation-workflow-using-github-actions-argocd-and-helm-charts-deployed-on-k8s-954c32f0f409>)

## [A catalogue of tools for operating Kubernetes](<https://sebastien.rigaux.be/en/tech-watch/links/a-catalogue-of-tools-for-operating-kubernetes>)

This collection groups Kubernetes resources by operational need, including provisioning, storage, security and troubleshooting. It offers a structured starting point for comparing tools.

2023-07-27 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/a-catalogue-of-tools-for-operating-kubernetes.md>) · [Original resource](<https://github.com/tomhuang12/awesome-k8s-resources>)

## [Share AI prompts and apps with FlowGPT](<https://sebastien.rigaux.be/en/tech-watch/links/share-ai-prompts-and-apps-with-flowgpt>)

FlowGPT collects community-published prompts and AI apps, with categories for programming, work, and creative tasks. Users can browse examples or publish their own creations.

2023-07-20 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/share-ai-prompts-and-apps-with-flowgpt.md>) · [Original resource](<https://flowgpt.com/>)

## [PR-Agent: open-source AI assistance for code reviews](<https://sebastien.rigaux.be/en/tech-watch/links/pr-agent-open-source-ai-assistance-for-code-reviews>)

PR-Agent provides a community-maintained agent for reviewing pull requests. The repository documents setup and distinguishes this open-source project from Qodo’s commercial offering.

2023-07-15 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/pr-agent-open-source-ai-assistance-for-code-reviews.md>) · [Original resource](<https://github.com/The-PR-Agent/pr-agent>)

## [PhantomBuster: automate lead collection workflows](<https://sebastien.rigaux.be/en/tech-watch/links/phantombuster-automate-lead-collection-workflows>)

This product listing introduces PhantomBuster’s data collection and lead generation automations. It provides an overview of use cases alongside launch history and user feedback.

2023-07-12 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/phantombuster-automate-lead-collection-workflows.md>) · [Original resource](<https://www.producthunt.com/products/phantombuster>)

## [Stack Overflow’s 2023 survey on AI adoption and trust](<https://sebastien.rigaux.be/en/tech-watch/links/stack-overflow-s-2023-survey-on-ai-adoption-and-trust>)

The survey separates AI adoption from trust: 70% of respondents use or plan to use AI tools, while 42% trust their accuracy. It provides a dated snapshot of developer expectations.

2023-06-15 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/stack-overflow-s-2023-survey-on-ai-adoption-and-trust.md>) · [Original resource](<https://stackoverflow.blog/2023/06/12/developer-survey-sentiment-ai-ml/>)

## [Enforce commit conventions in a .NET project](<https://sebastien.rigaux.be/en/tech-watch/links/enforce-commit-conventions-in-a-net-project>)

This tutorial introduces commit conventions into a .NET application using Git hooks and npm tooling. It aims to make change history clearer and easier to review.

2023-05-31 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/enforce-commit-conventions-in-a-net-project.md>) · [Original resource](<https://www.code4it.dev/blog/conventional-commit-with-githooks/>)

## [Dittofeed: orchestrate event-driven customer messages](<https://sebastien.rigaux.be/en/tech-watch/links/dittofeed-orchestrate-event-driven-customer-messages>)

Dittofeed combines audience segmentation, message templates and automated journeys across email, SMS and push notifications. Its API connects application events and data to messaging workflows.

2023-05-30 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/dittofeed-orchestrate-event-driven-customer-messages.md>) · [Original resource](<https://github.com/dittofeed/dittofeed>)

## [Discover and test APIs in RapidAPI Hub](<https://sebastien.rigaux.be/en/tech-watch/links/discover-and-test-apis-in-rapidapi-hub>)

RapidAPI Hub catalogs public APIs and lets developers explore endpoints before integration. Its playground adds conversational discovery and MCP access for querying services without building a dedicated app.

2023-05-14 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/discover-and-test-apis-in-rapidapi-hub.md>) · [Original resource](<https://rapidapi.com/hub>)

## [Frappe: a metadata-driven framework for business applications](<https://sebastien.rigaux.be/en/tech-watch/links/frappe-a-metadata-driven-framework-for-business-applications>)

Frappe combines a Python backend with a JavaScript interface for business applications. Its metadata model, used by ERPNext, defines objects and behavior to reduce repetitive application code.

2023-05-06 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/frappe-a-metadata-driven-framework-for-business-applications.md>) · [Original resource](<https://github.com/frappe/frappe>)

## [Pretty TypeScript Errors: readable diagnostics in VS Code](<https://sebastien.rigaux.be/en/tech-watch/links/pretty-typescript-errors-readable-diagnostics-in-vs-code>)

This extension reformats TypeScript errors with syntax highlighting and links to type declarations. It makes diagnostics easier to follow when deeply nested types obscure the actual problem.

2023-05-06 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/pretty-typescript-errors-readable-diagnostics-in-vs-code.md>) · [Original resource](<https://marketplace.visualstudio.com/items?itemName=yoavbls.pretty-ts-errors>)

## [MSW: share API mocks across browsers and Node.js](<https://sebastien.rigaux.be/en/tech-watch/links/msw-share-api-mocks-across-browsers-and-node-js>)

Mock Service Worker describes network responses using handlers based on the Fetch API. The same mocks support development and testing without tying scenarios to a particular HTTP client.

2023-05-06 · [Markdown](<https://sebastien.rigaux.be/en/tech-watch/links/msw-share-api-mocks-across-browsers-and-node-js.md>) · [Original resource](<https://mswjs.io/>)

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