GuhaTek

03/09/2026

A score is only the beginning.

What really matters is understanding why you got it and what you should improve next.

Your reliability maturity can be strong in some areas while critical gaps remain hidden in others.

The GuhaTek Reliability Maturity Assessment helps you get a clearer picture of where you stand and where to focus next.

🔎 Know your reliability maturity. Know what to improve.

👉 Take the assessment: https://www.guhatek.com/

29/08/2026

Your systems are running. But do you really know how mature your reliability is?

Uptime is important.

But uptime alone doesn’t tell the full story.

A mature engineering organization should be able to answer:

🔹 Can we see problems before customers do?
🔹 Can we handle failures without creating bigger problems?
🔹 How quickly can we recover?
🔹 How much operational work is still manual?
🔹 Are we measuring reliability with meaningful SLOs and SLIs?

That’s what Reliability Maturity is really about.

GuhaTek’s Enterprise Reliability Maturity Assessment helps you look across key areas:

SRE • Observability • Incident Management • Resilience • Automation • SLO/SLI Practices

The goal isn't another checklist.

It’s to help you understand:

Where are you today?
What are your strengths?
Where are the gaps?
What should improve next?

If you're leading engineering, cloud, DevOps, platform or SRE, take a few minutes to assess your organization.

👉 Take the GuhaTek Reliability Maturity Assessment:
www.guhatek.com

Know where you stand. Know where to improve.

18/08/2026

Your LLM bill is more than just the price of the model.

As AI workloads grow, costs can come from many places:

→ Input & output tokens
→ Repeated context
→ Cache reads & writes
→ Model selection
→ Tool & grounding calls
→ Different workload patterns

So instead of asking:

“Which model is cheaper?”

Ask:

“What is actually driving our LLM cost?”

A practical approach is:

Measure → Attribute → Reduce → Cache → Route → Govern

Understand the workload.
Find the expensive paths.
Reduce unnecessary usage.
Validate caching economics.
Choose the right model for each workload.
Then keep cost, quality, latency and reliability under continuous review.

We created an LLM Cost Control Intelligence Workbook to help engineering and technology teams explore these cost drivers and test optimization scenarios.

💬 Comment “CALCULATOR” and we’ll share the workbook.

11/08/2026

AI adoption is moving fast.

But here’s the real question:

Are you controlling your AI usage or is your AI usage controlling you?

More tools.
More models.
More teams.
More data.

Without proper governance, visibility gets harder, costs can grow quietly, and risks multiply.

AI governance isn’t about slowing innovation.

It’s about making AI safer, smarter, and more controllable.

Are you already tracking how your teams use AI?

03/08/2026

Your AI can be 100% online and still be failing your users.

That's the reliability gap many teams miss.

Infrastructure may look healthy, but behind the scenes:
• Model quality drifts
• Hallucinations increase
• Retrieval gets weaker
• Costs rise
• Business outcomes decline

AI reliability isn't just about uptime it's about consistently delivering the right results.

If your AI quality dropped today, how quickly would your team know?

08/07/2026

GuhaTek point of view of SRE in AI era and how are we building the talent to meet customer goals.

08/07/2026

https://youtu.be/ji6YEgtzyhw?si=j_UUSLYzw2knwVFR

SREDay Hyderabad 2026 marked the global debut of the SREday series in the city, bringing together hundreds of industry leaders and experts. Co-hosted alongside the SRE@Hyderabadi and Grafana & Friends communities, the event focused intensely on "Engineering Resilience for the Future" with a major emphasis on how AI is reshaping operations. Great panel discussion, presentations and participation. We were also asked to share our perspective of SRE in AI Era and how GuhaTek is building SRE Talents to help clients to achieve their reliability goals. Thanks to SREDay, Tech Mahindra, NR News, SRE@Hyderabadi community and everyone who participated and supported.

What's the biggest challenge in Site Reliability Engineering today?...

08/07/2026

SREday Hyderabad 2026 marked the global debut of the SREday series in the city, bringing together hundreds of industry leaders and experts. Co-hosted alongside the SRE@Hyderabadi and Grafana & Friends communities, the event focused intensely on "Engineering Resilience for the Future" with a major emphasis on how AI is reshaping operations. Great panel discussion, presentations and participation. We were also asked to share our perspective of SRE in AI Era and how GuhaTek is building SRE Talents to help clients to achieve their reliability goals. Thanks to SREDay, Tech Mahindra, NR News, SRE@Hyderabadi community and everyone who participated and supported.

What's the biggest challenge in Site Reliability Engineering today?...

08/07/2026

How do we bridge the SRE talent gap?

That was one of the key topics discussed by our founders, Sivasubramanian Bagavathiappan and Balaji Venkatesan, during SREDay.

As Site Reliability Engineering continues to evolve, building reliable systems starts with building the right talent. At GuhaTek, we're committed to developing skilled SRE professionals and helping organizations strengthen reliability through expertise and continuous learning.

🎥 Watch the full conversation to hear their insights and share your thoughts in the comments.

07/07/2026

🚀 We're Hiring: Site Reliability Engineer (SRE)

📍 Location: Mexico (On-site)
🌎 Candidates currently based in Mexico or the USA are welcome to apply.
⚡ Immediate Joiners Preferred

Key Skills:
✅ 6+ years of SRE/Production Engineering experience
✅ AWS, Azure, or Google Cloud
✅ Java/J2EE, Microservices & Distributed Systems
✅ CI/CD, Observability, SLOs/SLIs & Incident Management

If you're passionate about building reliable, scalable cloud platforms, we'd love to hear from you!

🌐 Apply Now: https://lnkd.in/gtdKCfw7