AI Agent Architecture: Why Process-Level Resilience Beats Proxy Gateways
The Great AI Architecture Debate When building reliable AI agents, there are two dominant approaches. Approach A: Proxy Gateway (LiteLLM, Braintrust, …
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Building Dhrishti - Part 3: Testing on a Production Grade System
I was now done with the basic setup. However, during my time working at my startup, I have learnt to think about a project wearing multiple caps. One …
The Multi-Tenant Fortress: Bank-Grade Data Isolation in PostgreSQL
In a multi-tenant B2B platform, data leakage is an extinction-level event. If Property A logs into your dashboard and accidentally sees the guest data…
Mixture of Experts (MoE): what it actually does under the hood, and when it pays off
Mixture of Experts (MoE): what it actually does under the hood, and when it pays off You deployed a 7B model in production. Response times are fine — …
What We Learned Scanning Netflix Atlas
Clear Code Intelligence scanned a public Netflix repository: Netflix/atlas . This is not a dunk on Netflix. It is a public-code methodology test. Afte…
How To Measure AI Token Debt In A Real Codebase
AI token debt is the extra AI-agent context, repository search, inference, retry, and validation work created when a codebase is hard to reason about.…
GSoC'26: Week 2
The second week of my Google Summer of Code 2026 coding period at CircuitVerse ( June 1st to June 7th ) is officially in the books. This week was all …
Prompt cache, finally typed: shipping llm-ports 0.1.0-alpha.19
TL;DR. @llm-ports 0.1.0-alpha.19 ships a typed, provider-neutral surface for prompt caching across Anthropic, OpenAI, and Gemini. One optional cacheCo…
How ESLint Actually Works: The Quality Gate Behind Modern JavaScript
A few days ago, I shared an article: You Don't Need Another Agent. You Need a Linter. Then I did what I do with anything I write: shared it around — a…
Stop Your Agent From Replying Twice: Dedup Patterns
Ever watched an email agent reply to the same message twice? The recipient gets two near-identical responses seconds apart, screenshots them, and your…
The AI Paper That Quietly Changes How Enterprises Scale
Most enterprises are chasing “AI at scale,” but many are stuck in the same loop: flashy demos, fragile POCs, and a long list of reasons why nothing is…
System Design - 17. Service Discovery & Service Mesh: How Thousands of Services Find Each Other
Covers: Client-Side vs Server-Side Discovery, Service Registries, Service Mesh (Istio/Envoy), Kubernetes DNS The Problem That Didn't Exist in the Mono…
System Design - 15. The Saga Pattern: How Uber Books a Trip Without a Single Database Transaction
Covers: Two-Phase Commit, Saga Pattern, Choreography vs Orchestration Sagas, Compensating Transactions, Idempotency The Question That Breaks Most Micr…
One Nullable Timestamp, Four Account States: Deriving User Status in Laravel
Most of today went into a user-management overhaul in kickoff — my Laravel starter kit. Flyout CRUD panels, bulk actions, permission assignment, and t…
Building a Permission-Gated MCP Server in Laravel (Without Opening a Backdoor)
I spent today wiring an MCP server into a Laravel app that manages a Kong API gateway. The interesting part wasn't "make the AI talk to the app" — tha…
The Weekend I Finally Finished 17 Projects
You know that feeling when you open a folder you haven't touched in months and find... yourself? Not metaphorically. I mean literally — old projects y…
Why I Am Building Rudhra as an Agent Operating Platform
AI agents are moving fast. Every week, new frameworks, models, tools, and patterns appear. Developers can now build agents that reason, call tools, re…
The Freebuff Paradox: Elite Code Critic, Terrible Laravel Programmer
When you're building a complex backend system—like an enterprise-grade Point of Sales (POS) API using Laravel with a Modular Monolith architecture and…
REST API Design: Building APIs That Developers Love (2026)
REST API Design: Building APIs That Developers Love (2026) A great API is one that developers enjoy using. It's intuitive, consistent, well-documented…
When Context Doesn't Govern AI, AI Governs the Solution
Over the last few months, I've spent a significant amount of time working with AI coding assistants, agentic IDEs, MCP-based architectures, and AI-ass…
The end of the programmer: 26 predictions I dare you to break
Essay · June 2026 · 26 theses · 3 horizons It's not about AI replacing devs. It's about who holds power inside the software production chain — and who…
System Design - A Frontend Engineer's Deep Dive
In general, most of the discussions around System Design are backend heavy, involving Databases, Microservices , Load Balancers and what not. But in t…
System Design - 13. Message Queues Explained: Why LinkedIn Built Kafka and Changed Async Communication Forever
Message Queues Explained: Why LinkedIn Built Kafka and Changed Async Communication Forever Covers: Point-to-Point vs Pub-Sub, Kafka Internals, Deliver…
Exotic CRTP: Enforcing Access-Controlled CRTP with C++23 Explicit Object Parameters
Polymorphism, Rethought at Compile-Time In this article, we will explain how the features of C++23 are revolutionizing the philosophy of static polymo…
Why New Language Features Need to Target AI Agents, Not Developers
For the last 50 years, programming language evolution has had one single north star: Human Ergonomics . We design syntax sugar, optional typing, and c…
What Designing a Binary Protocol Actually Taught Me
Most developers never have to design a network protocol from scratch. You use HTTP, gRPC, WebSockets, or something else that already exists and has be…
Multi-Agent Systems Explained: Coordinator Pattern, Task Tool & Context Injection
As AI applications become more powerful, developers often discover a problem: One AI agent is not always enough. A single agent can answer questions, …
When Four Memory Systems Hit the Same Wall
I built a knowledge graph out of my own work sessions. Hundreds of them — transcripts of me building a system with LLMs, extracted into concepts, deci…
AI Agent Memory Is Not Chat History
Most AI agent systems start with a simple idea: "Let's give the Agent Memory". At first, this usually means saving previous messages, retrieving simil…
Engineering Design Document: Reusable Observability Platform V2
A production-focused redesign of a Stage 6 LGTM observability platform, moving from a single-service Anvila monitoring setup to a reusable, secure, hi…