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Zira

Practical writing on AI agents, coding agents, LLMs & automation. Claude, GPT, Muse Spark, OpenClaw, local models. No hype — just what works after the demo.

Location India · Remote Joined Joined on  Personal website https://dev.to/zira125

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Technical Writer · AI Agents & Developer Workflows

Your Coding Agent Needs a Code Brain, Not More Context

Your Coding Agent Needs a Code Brain, Not More Context

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4 min read

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MCP 2026-07-28: A Migration Checklist for Stateless Servers and Safer Agent Tools

MCP 2026-07-28: A Migration Checklist for Stateless Servers and Safer Agent Tools

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5 min read
Gemini 3.6 Flash Is Built for Faster, Cheaper AI Agents

Gemini 3.6 Flash Is Built for Faster, Cheaper AI Agents

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2 min read
Automate Bug Fixes From GitHub Issues With Claude Code

Automate Bug Fixes From GitHub Issues With Claude Code

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2 min read
Claude Code vs Codex vs Gemini CLI: The Harness Matters More Than the Model

Claude Code vs Codex vs Gemini CLI: The Harness Matters More Than the Model

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7 min read
Observability for Coding Agents: OpenAI Agents SDK vs LangChain vs Google ADK

Observability for Coding Agents: OpenAI Agents SDK vs LangChain vs Google ADK

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7 min read
Durable State for Coding Agents: LangGraph vs Google ADK vs OpenAI Agents SDK

Durable State for Coding Agents: LangGraph vs Google ADK vs OpenAI Agents SDK

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6 min read
Handoffs vs Subagents: OpenAI Agents SDK vs Google ADK vs LangGraph

Handoffs vs Subagents: OpenAI Agents SDK vs Google ADK vs LangGraph

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6 min read
SWE-bench vs Terminal-Bench vs SWE-Atlas: What Coding-Agent Scores Actually Mean

SWE-bench vs Terminal-Bench vs SWE-Atlas: What Coding-Agent Scores Actually Mean

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7 min read
Context Compaction for Coding Agents: OpenAI vs Claude vs Google ADK

Context Compaction for Coding Agents: OpenAI vs Claude vs Google ADK

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7 min read
Tool Errors Are Not Retries: LangChain vs OpenAI Agents SDK vs Microsoft Agent Framework

Tool Errors Are Not Retries: LangChain vs OpenAI Agents SDK vs Microsoft Agent Framework

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7 min read
Claude Code 2.1.214: Audit Your Agent Permissions Before They Auto-Approve

Claude Code 2.1.214: Audit Your Agent Permissions Before They Auto-Approve

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5 min read
Prompt Caching for AI Coding Agents: Cut Cost and Latency Without Cache Misses

Prompt Caching for AI Coding Agents: Cut Cost and Latency Without Cache Misses

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5 min read
Claude Code 2.1.212: Put Hard Budgets on Agent Fan-Out Before Costs Run Away

Claude Code 2.1.212: Put Hard Budgets on Agent Fan-Out Before Costs Run Away

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4 min read
Microsoft Agent Framework Skills: Keep Agent Context Lean Without Trusting Scripts

Microsoft Agent Framework Skills: Keep Agent Context Lean Without Trusting Scripts

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5 min read
Claude Code v2.1.211: Subagent Streaming, MCP Recovery, and Permission Fixes

Claude Code v2.1.211: Subagent Streaming, MCP Recovery, and Permission Fixes

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4 min read
Your Coding Agent’s Approval Prompt Is a Security Boundary

Your Coding Agent’s Approval Prompt Is a Security Boundary

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5 min read
GPT-5.6 Multi-Agent: A Safer Parallel PR Review Playbook

GPT-5.6 Multi-Agent: A Safer Parallel PR Review Playbook

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4 min read
Claude Code Agent Teams: When Shared Context Beats More Subagents

Claude Code Agent Teams: When Shared Context Beats More Subagents

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5 min read
Stop Replaying Coding-Agent Bugs by Hand: Turn Traces Into Regression Tests

Stop Replaying Coding-Agent Bugs by Hand: Turn Traces Into Regression Tests

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5 min read
Claude Code’s July 14 Fixes Are a Production-Agent Checklist

Claude Code’s July 14 Fixes Are a Production-Agent Checklist

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4 min read
MCP's 2026 Update Makes Remote Servers Easier to Scale

MCP's 2026 Update Makes Remote Servers Easier to Scale

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6 min read
Your Coding Agent Is Tripping EDR Alarms (And the Rules Are Right)

Your Coding Agent Is Tripping EDR Alarms (And the Rules Are Right)

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7 min read
The Real AI War of 2026 Isn't Chatbots. It's Coding Agents.

The Real AI War of 2026 Isn't Chatbots. It's Coding Agents.

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6 min read
Claude Sonnet 5: Built for Coding and AI Agents

Claude Sonnet 5: Built for Coding and AI Agents

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4 min read
GPT-5.6: What’s New for Coding, AI Agents, and Tool Use

GPT-5.6: What’s New for Coding, AI Agents, and Tool Use

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4 min read
Muse Spark 1.1 vs GPT-5.6 vs Claude Sonnet 5

Muse Spark 1.1 vs GPT-5.6 vs Claude Sonnet 5

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4 min read
GPT-Live: What’s New in Voice AI

GPT-Live: What’s New in Voice AI

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4 min read
GPT-5.6 Explained: What’s New for Coding, AI Agents, and Tool Use

GPT-5.6 Explained: What’s New for Coding, AI Agents, and Tool Use

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4 min read
ChatGPT Work Is the Start of the Work Agent Era

ChatGPT Work Is the Start of the Work Agent Era

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4 min read
Grok 4.5 Shows the AI Race Is Moving From Chatbots to Agents

Grok 4.5 Shows the AI Race Is Moving From Chatbots to Agents

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5 min read
Set Up Ollama with OpenClaw: Run Local AI Models Inside Agent Workflows

Set Up Ollama with OpenClaw: Run Local AI Models Inside Agent Workflows

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4 min read
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