Senior engineering leadership, without the full-time overhead.
From production instability and performance bottlenecks to architecture and delivery problems, Tech Swamy helps growing software companies diagnose what is actually wrong and execute the right fixes.
No forms. No sales team. You speak directly with the person leading the engagement.
Trusted by funded startups
Growth changes the engineering problem.
A system that worked perfectly well for the first few customers can start behaving very differently once the company grows. More engineers join, more services get introduced, more infrastructure appears, customer expectations rise and the number of dependencies keeps increasing.
Eventually, the symptoms start showing up.
- Deploy riskDeployments feel riskier.
- Time to resolveIncidents take longer to resolve.
- PerformancePerformance problems are harder to isolate.
- EscalationSenior engineers become the escalation path for everything, while platform and architecture work keeps slipping behind product commitments.
At that point, the instinct is often to hire more engineers, introduce another tool or begin a large rearchitecture.
Those may be the right decisions. But they can also make the situation worse if the real bottleneck has not been identified first.
The first job is to understand what is actually slowing the engineering organisation down.
See what to look forThe symptoms are often obvious. The cause usually isn't.
One team may think the problem is infrastructure. Another may believe the database is the bottleneck. Someone else may blame service boundaries, deployment practices or missing observability.
All of them may be partly right.
Engineering problems at this stage tend to cut across systems and teams. The issue is rarely one isolated piece of code. It is often the interaction between architecture, infrastructure, data, operational practices and the way the team has evolved over time.
Tech Swamy works across those boundaries to help engineering teams answer three questions clearly.
What is actually happening?
Why is it happening?
What should we fix first?
The objective is not to arrive with a favourite architecture or sell a particular platform. It is to give the engineering organisation enough clarity to make the next set of decisions with confidence.
Senior engineering judgment, backed by execution.
Tech Swamy is built around senior engineering leadership rather than layers of account management.
Every engagement is led by Vijay Rangan, with more than 12 years of engineering experience across growing technology companies. Where an engagement requires deeper capacity in a particular area, Tech Swamy can bring in additional senior engineers and specialists around the work.
That means the person understanding the problem is also involved in shaping the solution. You are not sold an engagement by one team and handed over to another.
The result is a model that combines the attention of a senior technical partner with the ability to execute beyond a single individual when the work requires it.
We have worked inside systems where reliability and scale matter.
Terrascope
Tech Swamy worked with the engineering organisation across platform stability, architecture and observability. The work included reducing operational complexity, improving reliability, introducing reusable observability infrastructure and reworking core parts of the platform to improve efficiency.
Broader experience
- Large-scale distributed systems at Nubank
- Payments infrastructure at Gojek
- Engineering product infrastructure at Postman
- AWS-native fintech systems
- Rate limiting
- Data platforms
- Architecture for growing software companies
The common thread is the same: helping engineering organisations make better decisions when complexity starts outgrowing the way the system was originally built.
Start with diagnosis, not a long consulting engagement.
For companies dealing with recurring production, reliability or performance problems, the simplest way to start is the 10-Day Engineering Stability Diagnostic.
Over 10 business days, we work with your engineering team to understand the symptoms, investigate the most likely causes and turn the findings into a practical 90-day implementation roadmap.
Understand the symptoms
What the team is actually experiencing, in their systems and their delivery.
Investigate the likely causes
Across architecture, infrastructure, data and operational practice.
Turn findings into a roadmap
A practical 90-day implementation plan, ordered by what matters first.
The output is designed to stand on its own. Your existing team can implement it internally, or Tech Swamy can support execution if additional help is useful.
There is no requirement to continue into a longer engagement.
Sometimes the right answer is smaller than expected.
Not every engineering problem needs a rearchitecture.
The bottleneck might be any one of these.
- One database pattern
- Poor service ownership
- A weak deployment process
- Missing observability
- A badly behaved dependency
- Small decisions that have compounded over time
A useful diagnosis should reduce unnecessary work as much as it identifies necessary work.
That is why we start with evidence rather than assumptions.
Before adding more people, tools or architecture, find out what is actually slowing the team down.
If engineering complexity is starting to affect reliability, performance or delivery, Tech Swamy can help identify the problem and determine what should happen next.
No forms. No sales team. You speak directly with the person leading the work.