OSS | Let's Connect

Open source is about collaboration, not competition.

[OSS | Let's Connect @ossbuildconnect]

Collaboration over competition

Join our WhatsApp Community:
https://t.co/6YCVbcnfOG

Connect on LinkedIn: https://t.co/HgyIUVYdIt

[OSS | Let's Connect @ossbuildconnect]

New project to explore: OpenCost

OpenCost 1.121.0 can measure Kubernetes AI inference costs by model, workload and token-including KV-cache savings and idle GPU costs.

If you like Kubernetes, Prometheus, FinOps or AI infrastructure, this is worth studying.

#OSS #Kubernetes

[OSS | Let's Connect @ossbuildconnect]

KubeCon NA 2026 is getting a new “AI Inference + Agentic” track.

Topics include:

• GPU scheduling
• Model serving
• AI agents on Kubernetes
• vLLM and KServe
• Production observability
A clear signal: AI engineering is becoming infrastructure engineering.
#KubeCon #AI

[OSS | Let's Connect @ossbuildconnect]

Tutorials teach commands. Open source teaches engineering.

An LFX mentee went from zero observability knowledge to deploying OpenTelemetry Collectors, debugging networks and troubleshooting real pipelines.

The lesson? Stop waiting to feel ready. Learn by solving real problems.

[OSS | Let's Connect @ossbuildconnect]

An AI agent with GitHub, cloud or Kubernetes access is not “just a tool.”

It is a non-human identity with permissions-and a blast radius.

Give every agent:

→ A human owner
→ Minimum permissions
→ Isolated execution
→ Revocable access
→ Complete audit logs

#OSS #DevSecOps

[OSS | Let's Connect @ossbuildconnect]

Big milestone in cloud native
Cloud Native Buildpacks has officially graduated from CNCF.
It converts application source code into secure, OCI-compliant container images-automating language detection, dependencies and image layers.
Explore: https://t.co/jbZnb2G69y
#CNCF #OSS

[OSS | Let's Connect @ossbuildconnect]

AI can help you contribute faster-but it cannot understand the project for you.
Before submitting AI-assisted code:
→ Read every changed line
→ Run the tests
→ Explain your solution
→ Disclose AI use if required
→ Own the result
Use AI as an assistant, not as your identity.

[OSS | Let's Connect @ossbuildconnect]

Opportunity alert

CNCF’s Observability Summit Europe is accepting Dan Kohn Scholarship applications until August 23.

Selected applicants can receive complimentary registration.

If observability, OpenTelemetry, logs, metrics or tracing interest you-explore it now.

#CNCF #OSS

[OSS | Let's Connect @ossbuildconnect]

Want to explore chaos engineering?

LitmusChaos shipped 6 releases, welcomed new contributors and gained Canonical as an adopter in H1 2026.

Start here:

- Run the project
- Join #litmus on Kubernetes Slack
- Attend a contributor call
- Pick an issue

#Kubernetes #OpenSource

[OSS | Let's Connect @ossbuildconnect]

Project to explore: Confidential Containers

This CNCF incubating project protects data while it is being processed-not only while stored or transferred.

Interested in Kubernetes, cloud or security? Study its architecture and contribution guide.

https://t.co/XSKIL7p3o4

[OSS | Let's Connect @ossbuildconnect]

Open source isn’t “free work” without value.

GitHub Sponsors has now directed more than $100 million to open-source maintainers and projects.

A powerful reminder: the people maintaining our digital infrastructure deserve recognition, support and funding.

#OpenSource #GitHub

[OSS | Let's Connect @ossbuildconnect]

You don’t need to be an expert before joining open source.

You need to:

-Read CONTRIBUTING.md
-Set up the project
-Join its community channel
-Ask a specific question
-Keep showing up

Consistency turns beginners into trusted contributors.

-OSS |Let's Connect

[OSS | Let's Connect @ossbuildconnect]

Want to contribute to open-source AI?

GitHub’s data shows strong contributor growth around projects such as:

• vLLM
• Cline
• RAGFlow
• SGLang
• ComfyUI
• Continue

Don’t blindly pick the most popular. Choose one you can install, understand and use.

#OpenSourceAI #GitHub

[OSS | Let's Connect @ossbuildconnect]

GitHub now lets maintainers limit open PRs from contributors without write access.
The lesson for contributors is simple:
Don’t open many unfinished PRs. Complete existing work, respond to reviews and keep your changes focused.
High-signal contributions win trust.

#GitHub #Oss

[OSS | Let's Connect @ossbuildconnect]

Looking for a real cloud-native project to explore
Meet LitmusChaos-a CNCF project for testing system resilience.
Start smart:
→ Read its documentation
→ Run it locally
→ Join #litmus on Kubernetes Slack
→ Attend a contributor meeting
→ Then choose an issue
#Oss #Kubernete

[OSS | Let's Connect @ossbuildconnect]

The best investment you can make as a developer isn't another certificate-it's earning the trust of a community. Trust opens doors that resumes alone never can.

[OSS | Let's Connect @ossbuildconnect]

"Don't chase the biggest organization. Choose the project you'll enjoy contributing to."
The right project isn't the most popular one-it's the one that keeps you learning, contributing, and growing consistently.

#oss #opensource

[OSS | Let's Connect @ossbuildconnect]

"One meaningful PR is worth more than ten trivial ones."
Quality contributions build trust. Numbers may impress for a day, but impact is remembered for years.

#oss #opensource

[OSS | Let's Connect @ossbuildconnect]

"Your first contribution doesn't have to change the world. It just has to begin your journey."
Every experienced contributor once opened their very first pull request. Start small, stay consistent.

[OSS | Let's Connect @ossbuildconnect]

"Mentorship programs may open a door, but consistent contributions keep it open."
GSoC and LFX are milestones, not destinations. The real career growth comes from continuing to contribute long after the program ends.

#oss #openspurce

[OSS | Let's Connect @ossbuildconnect]

Communities become extraordinary when every member asks one simple question: "How can I help someone else succeed today?" That mindset builds stronger contributors, better projects, and a healthier Open Source ecosystem.

#oss #opensource