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⚡ AI Lessons

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Semantic Airgap: Why "Hinglish" is the Ultimate Zero-Day for Voice Agents
The Semantic Airgap: Why "Hinglish" is the Ultimate Zero-Day for Voice Agents The Signal: The...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The 800ms Barrier: Architecting Interruptible Voice Agents (Lessons from Sarvam AI x Swiggy)
The 800ms Barrier: Architecting Interruptible Voice Agents (Lessons from Sarvam AI x Swiggy) The...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The "Jupyter Trap": Why Giving Agents a Python Kernel is Just Automated RCE
The Signal: The Automated Exfiltration Bot Last week, an "Auto-Data-Scientist" reached #1 on GitHub...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Myths About "Just Add an Agent": Why Most Agent Stacks Fail Before Prod
You have a slick internal SaaS for Employee Onboarding. When HR drops a new hire into the database,...

Dev.to · Kowshik Jallipalli
🏗️ Systems Design & Architecture
⚡ AI Lesson
4mo ago
Every Microservice Is a Boss Battle: Designing Infra When Agents Are Your Players
When human users click buttons in your SaaS, they have intuition. If a page hangs, they refresh. If...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Designing a Secure Observability Contract for AI Agents: Logs, Spans, and Safety Signals
When a traditional API fails, you get a stack trace pointing to a specific line of code. When a...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
From Copilot to Agentic SDLC: A Stack Journey Through GitHub’s New Agentic Workflows
Copilot autocomplete is great for writing a loop, but it won't resolve a Jira ticket. The industry is...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
The 7 Levels of AI Shadow Modes (And Why Staging is a Comfortable Lie)
If you look at how most engineering teams test their AI agents right now, you’d think...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
The 6 Levels of Agentic Orchestration (And Why Level 2 is a Massive Security Hole)
If you spend enough time looking at AI dev tools right now, you’d think the pinnacle of engineering...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Agentic CI: How I Test AI Workers Like Services (Securely)
We have crossed the threshold from AI chatbots that passively answer questions to AI agents that...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Letting Agents Run the First Draft of My SDLC (Safely)
Engineers spend an exorbitant amount of time on the "blank page" phase: writing boilerplate, mocking...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Agentic CI: How I Test and Gate AI Agents Before They Touch Real Users
You wouldn't merge a backend PR without unit tests. Yet, when it comes to AI agents, most teams are...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Watching Your Agents Work: Logs, Traces, and Metrics for Reliable AI Workflows
When a traditional REST API fails, it throws a 500 error and a clean stack trace. When an autonomous...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Hardening AI Features: Practical Defense against Prompt Injection and Risky Tools
We are past the point of simple chatbots; we are now shipping agents with access to our databases,...

Dev.to · Kowshik Jallipalli
🧠 Large Language Models
⚡ AI Lesson
4mo ago
Safe Text-to-SQL: Giving an Agent Database Access Without Dropping Tables or Leaking PII
Letting an LLM directly generate and execute SQL against your production database feels like handing...

Dev.to · Kowshik Jallipalli
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
🚀 Why Perplexity's New "Computer" Just Changed the AI Agent Game
Hey everyone, If you've been tracking the AI space in 2026, you know the race has firmly shifted...
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