#Process

Articles about Process — exploring patterns, best practices, and real-world implementations in production systems.

4 posts tagged with process. ← All posts

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Pratik Dhanave · ·14 min read

Code Review at Scale

How to run code review across a whole team or organization without turning it into a bottleneck: treat review latency as a first-class metric, distribute the load, let automation handle the toil, and measure the things that actually predict quality.

Making review work across a team without becoming a bottleneck: review velocity as a first-class metric, ownership and routing (CODEOWNERS), automating toil so humans do judgment, healthy SLAs, and measuring the right things.

Pratik Dhanave · ·8 min read

The Sales Process and Pipeline

Sales looks, from the outside, like a matter of personality — some people just have "the gift." But effective modern sales is far more a process than a talent: a repeatable sequence of stages that moves a prospect from stranger to customer, tracked through a pipeline, and improved like any system. This reframe is good news for engineers, who are naturally suited to thinking in processes and systems. Understanding the sales process and pipeline turns the mysterious art of selling into something structured and learnable.

Sales looks like a matter of personality — some people just have 'the gift.' But effective modern sales is far more a process than a talent: a repeatable sequence of stages that moves a prospect from stranger to customer, tracked through a pipeline, and improved like any system. Good news for engineers, who think in processes.

Pratik Dhanave · ·8 min read

Processes and Systems

"Process" is a dirty word to many engineers — it conjures bureaucracy, red tape, and forms in triplicate. But that's bad process. Good process is simply a repeatable way of doing something that used to require re-figuring-out every time, and it's how organizations stop relying on heroics and tribal knowledge. The real skill isn't avoiding process or worshipping it — it's knowing when a process earns its cost, and keeping it light enough to help rather than smother. This tension, between too little process and too much, is at the heart of operations.

'Process' is a dirty word to many engineers — but that's bad process. Good process is simply a repeatable way of doing something that used to require re-figuring-out every time. The real skill isn't avoiding process or worshipping it — it's knowing when a process earns its cost, and keeping it light enough to help rather than smother.

Pratik Dhanave · ·8 min read

The Hiring Process

Hiring feels, to many engineers pulled into it, like an interruption — a few interviews squeezed between real work, a gut-feel thumbs-up or -down. But hiring done well is a process, much like a sales pipeline: a funnel that moves candidates from "never heard of us" to "signed offer," with distinct stages that each need attention. Treating hiring as a deliberate process — not an ad-hoc scramble — is what separates teams that reliably hire well from those that hire by luck. And since people are everything, hiring well is worth the rigor.

Hiring feels, to many engineers pulled into it, like an interruption — a few interviews and a gut-feel thumbs-up. But hiring done well is a process, much like a sales pipeline: a funnel that moves candidates from 'never heard of us' to 'signed offer,' with distinct stages that each need attention.

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.