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2 posts tagged with "DevOps"

DevOps practices and tooling

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Your Startup Needs a Deployment Platform, Not a Platform Team

· 8 min read
Rajesh RC
Founder

Many startups begin with one application and a hosted deployment service. That is usually the right decision. The team can ship without first building networking, deployment automation, or an operations layer.

The requirements change as the company adds services, environments, enterprise customers, private networking, and infrastructure ownership. The team still needs a short path to production, but the applications now need to run in infrastructure the company controls.

AstroPulse gives growing engineering teams a repeatable path from code to production in infrastructure they control, without requiring them to build the platform themselves.

From code in an editor through Astro Platform services to a healthy application, with one platform reused across multiple services

From code in the editor to a healthy application, with one platform reused across multiple services.

The AI SRE Race Is Running the Wrong Way

· 7 min read
Rajesh RC
Founder

AI diagnosis flowing through a governed approval gate into production infrastructure

The thesis

Diagnosis is a commodity. Trust is the product.

The AI SRE race will not be won by the agent that diagnoses fastest. It will be won by the system that operators trust enough to grant write access.

A personal note on where AI for operations is actually heading.

Over the past year a new category filled up fast. Depending on how you count, there are now more than a dozen credible tools that call themselves AI SREs. I have watched the space closely, partly because we are building in it, and partly because the speed of convergence is genuinely interesting.

Here is what nearly all of them do. They connect to your telemetry, your code, and your incident tooling. They correlate logs, metrics, and traces. When an alert fires, they form hypotheses, test them against the evidence, and post a likely root cause into Slack, often in under a minute. This is real progress. A few years ago none of it worked. Today most of it does.

Phase one is real

Diagnosis is real progress. But it is just phase one.