15 articles

📰 Dev.to · Kowshik Jallipalli

Articles from Dev.to · Kowshik Jallipalli · 15 articles · Updated every 3 hours · View all reads

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Designing a Secure Observability Contract for AI Agents: Logs, Spans, and Safety Signals
Dev.to · Kowshik Jallipalli 1mo 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...
From Copilot to Agentic SDLC: A Stack Journey Through GitHub’s New Agentic Workflows
Dev.to · Kowshik Jallipalli 1mo 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...
The 7 Levels of AI Shadow Modes (And Why Staging is a Comfortable Lie)
Dev.to · Kowshik Jallipalli 1mo 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...
The 6 Levels of Agentic Orchestration (And Why Level 2 is a Massive Security Hole)
Dev.to · Kowshik Jallipalli 1mo 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...
Agentic CI: How I Test AI Workers Like Services (Securely)
Dev.to · Kowshik Jallipalli 1mo 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...
Letting Agents Run the First Draft of My SDLC (Safely)
Dev.to · Kowshik Jallipalli 1mo 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...
Agentic CI: How I Test and Gate AI Agents Before They Touch Real Users
Dev.to · Kowshik Jallipalli 1mo 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...
Watching Your Agents Work: Logs, Traces, and Metrics for Reliable AI Workflows
Dev.to · Kowshik Jallipalli 1mo 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...
Hardening AI Features: Practical Defense against Prompt Injection and Risky Tools
Dev.to · Kowshik Jallipalli 1mo 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,...
Safe Text-to-SQL: Giving an Agent Database Access Without Dropping Tables or Leaking PII
Dev.to · Kowshik Jallipalli 1mo 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...
🚀 Why Perplexity's New "Computer" Just Changed the AI Agent Game
Dev.to · Kowshik Jallipalli 1mo 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...