Amazing theoretical tutorial on TCP/IP model, by @kunalstwt. Learned about: - DHCP, - NAT's, - Control Planes, - and Middles boxes etc. #networking #computernetworks #devops #appsec

Day 2 of dsa with @kunalstwt

Is your infrastructure scaling breaking your team? The free guide, Terraform State at Scale, lays out a simple three stage maturity model to safely move your team from basic remote storage to collaborative GitOps and decoupled multi stack architectures. 👉 Grab the guide and take their fifteen question diagnostic to find where your team is bottlenecked: fandf.co/4v60yGF @spaceliftio built their entire platform around these exact scaling steps. Unlike legacy tools like HCP Terraform that charge you per Resource Under Management (RUM), Spacelift, the sponsor of this post, uses concurrency based pricing. This is massive because you aren't financially penalized for doing the right thing, like splitting up giant state files to limit your blast radius. They also natively support OpenTofu, Pulumi, and Ansible, and have continuous drift correction to automatically roll back any unauthorized manual console edits. Sponsored by Spacelift.

🚨 Pirates of the Coral-Bean Hackathon - Swag Giveaway Winners Announcement! 🚨 Congratulations to our top 10 swag giveaway winners 🎉 Builders explored what it means to create AI agents with @WithCoral_com that can work with real data, query across tools, and turn ideas into practical projects. These winners didn’t just build, they built in public. From sharing progress updates to debugging struggles, fixes, learnings, and demos, they showed what real building looks like behind the scenes. Blog winner announcement coming today 👀 Watch out for more such opportunities: wemakedevs.org/hackathons

DSA in java with @kunalstwt lets go

My friends at @CollateData are running a virtual summit tomorrow (June 10th) focussed on data & AI in production. It's basically just practitioners from places like OpenAI and Airbus sharing what it actually takes to get AI agents and data governance working in the real world. It’s free to join if you want to tune into any of the sessions: getcollate.io/summit2026

me supporting a friend, check it out

First post on the public side! Learning Git & GitHub today from @kunalstwt playlist. Highly recommend his content if you're looking to understand version control properly. ​Time to start tracking some commits! 🧑‍💻 #Coding #WebDev #OpenSource

Checkout the video by @kunalstwt as he explores OpenObserve 👇 na2.hubs.ly/H061cCj0

Incredible turnout for the agentic coding meetup with @bondaicommunity! Thanks to everyone who joined. @kunalstwt @DanaFine7 @cast_ai @salaboy @openai

Claude knows the real GOAT of Java @kunalstwt

Bought something cool for the next @WeMakeDevs giveaway.

I did not expect a room full of attendees at our meetup yesterday on a tube strike day in London, but it was a packed evening with @bondaicommunity 🇬🇧 Special thanks to @DanaFine7 from @QodoAI for making it happen!

For twenty years, compute followed a predictable path: wait a year, and the same power would cost less. In January, that trend officially broke. AWS increased its H200 Capacity Block prices by 15%, breaking a two-decade precedent of falling compute costs. As organizations rush to secure AI hardware, high-end compute is actually getting more expensive. Yet, the 2026 State of Kubernetes Optimization Report reveals a massive efficiency gap. While companies hoard hardware out of scarcity fears, raw utilization remains incredibly low across production environments : • Average CPU utilization: 8% • Average memory utilization: 20% • Average GPU utilization: Just 5% These are direct measurements taken across tens of thousands of production Kubernetes clusters on AWS, GCP, and Azure. It means 95% of highly competitive GPU capacity is sitting completely idle, costing dollars per hour while doing nothing. In a market where hardware costs are actively rising, static provisioning is no longer a viable engineering strategy. Our co-founder and president @laurentgil broke down the core numbers and structural issues behind this mismatch in Node Magazine. Read his full breakdown to see how your team can avoid the AI cost trap: node-magazine.com/thoughtlea…

You can use the voice AI models behind Call of Duty and GTA Online now. @modulate_ai just opened up the API for Velma. Usually, a voice pipeline has to strip your audio down to a flat text transcript before an LLM can even touch it. The problem is that you instantly lose all the actual conversational context, like tone, hesitation, and sarcasm, right at step one. Velma, the sponsor of this post, is a voice-native AI model built to understand raw audio directly, not just transcribe it. 🔗 Grab 1,000 free credits: modulate.ai/api/velma?utm_so… From a technical perspective, it actually sits at the top of the Conversation Understanding Benchmark, beating the accuracy and cost of all other voice stacks. It can detect over 150 behaviors right out of the box, or create you own, just send it a Natural Language prompt.

The same tech handling massive scale for gaming giants like Call of Duty is now open to any developer looking to actually understand raw audio.

Selling software to big companies is an absolute nightmare. Even if they love your B2B SaaS or AI agent, you’ll easily waste 6 to 9 months trapped in corporate procurement, security forms, and legal checks. It's actually quite neat how @msdev utilizes the @Azure Marketplace for this, specifically through enterprise cloud commitments. Most Fortune 500 companies already have these huge, pre-approved budgets sitting there. If you list your software as a transactable offer, these enterprises can buy your tool instantly using those existing funds. You completely bypass the standard procurement wall, and @Microsoft, the sponsor of this post, handles the billing. 🔗 Learn more about the offers here: fandf.co/4eTAKZx To get more builders onto the platform, they're currently offering free cloud sandboxes, GitHub Copilot, and 1-on-1 expert help to get you published.

Today is your last chance to register for the @awscloud Summit India, as the registration closes tomorrow! 🚨 If you missed out on the sold-out Amazon Web Services (AWS) Summits in Mumbai or Bengaluru, this is your chance to attend the online edition for free. The best part is that you can chat live with AWS engineers for direct tech insight and career advice, making it a goldmine of practical info whether you're a student, DevOps engineer, or founder. Sponsored by AWS. 👉 Grab your spot here: bit.ly/4djWsDi Tag someone in the comments who needs to register before the link expires!