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Tamiz Uddin

Full Stack software engineer

Location Bangladesh Joined Joined on  Personal website https://tamiz.pro
When the Model Is the Bug: Debugging Non-Deterministic Failures in AI-Augmented State Management

When the Model Is the Bug: Debugging Non-Deterministic Failures in AI-Augmented State Management

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5 min read
From Local LLM to Autonomous Agent: Building AI-Driven Dev Tools That Actually Stay in Their Lane

From Local LLM to Autonomous Agent: Building AI-Driven Dev Tools That Actually Stay in Their Lane

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14 min read
Optimizing AI Agent Ecosystems: Building a Cost-Aware LLM Router for High-Volume Workloads

Optimizing AI Agent Ecosystems: Building a Cost-Aware LLM Router for High-Volume Workloads

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8 min read
From REST to MCP: Building a Self-Hosted AI Agent Stack That Achieves Rapid Context Forking

From REST to MCP: Building a Self-Hosted AI Agent Stack That Achieves Rapid Context Forking

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7 min read
When Your AI Agent's Audit Log Lies: Building Trust-Verified Logging for Autonomous Systems

When Your AI Agent's Audit Log Lies: Building Trust-Verified Logging for Autonomous Systems

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15 min read
Your AI Agent's Audit Log Is a Liar: Building a Zero-Trust Observability Layer for Autonomous Code Execution

Your AI Agent's Audit Log Is a Liar: Building a Zero-Trust Observability Layer for Autonomous Code Execution

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16 min read
Beyond the PID: Why 'Artifact Age' Beats 'Liveness' in Modern Agent Observability

Beyond the PID: Why 'Artifact Age' Beats 'Liveness' in Modern Agent Observability

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10 min read
Beyond the PID: Redefining Agent Liveness in the Age of Local-First AI and Autonomous Systems

Beyond the PID: Redefining Agent Liveness in the Age of Local-First AI and Autonomous Systems

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11 min read
Building a Privacy-First Local AI Assistant: A Developer's Guide to Open-Weight Models

Building a Privacy-First Local AI Assistant: A Developer's Guide to Open-Weight Models

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10 min read
Scaling 'Build for a Friend' Tools into Production Systems: A DevOps & AI Guide

Scaling 'Build for a Friend' Tools into Production Systems: A DevOps & AI Guide

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16 min read
The Context Trap: Why More Information Makes AI Coding Agents Stupider — And How to Fix It

The Context Trap: Why More Information Makes AI Coding Agents Stupider — And How to Fix It

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29 min read
The Context Paradox: Why More AI Instructions Are Making Your Coding Agents Dumber (and How to Fix It)

The Context Paradox: Why More AI Instructions Are Making Your Coding Agents Dumber (and How to Fix It)

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13 min read
The AI Agent Context Collapse: Why More Documentation Makes Your Coding Agent Dumber — and How to Fix It

The AI Agent Context Collapse: Why More Documentation Makes Your Coding Agent Dumber — and How to Fix It

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16 min read
Why 'Local-First' Is the New Stack: How to Build Data-Sovereign AI Apps with Local LLMs, Private Vectors, and Zero-Cloud Dependencies

Why 'Local-First' Is the New Stack: How to Build Data-Sovereign AI Apps with Local LLMs, Private Vectors, and Zero-Cloud Dependencies

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1 min read
How to Ship a Real Autonomous Agent: MCP Architecture Patterns That Actually Work in Production

How to Ship a Real Autonomous Agent: MCP Architecture Patterns That Actually Work in Production

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27 min read
Beyond PR Counts: How Hacktoberfest 2026's Quality-First Pivot Is Reshaping Open Source Development Habits

Beyond PR Counts: How Hacktoberfest 2026's Quality-First Pivot Is Reshaping Open Source Development Habits

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7 min read
The Code Review Paradox: Redefining Quality in the Era of AI Agents & Hacktoberfest 2026

The Code Review Paradox: Redefining Quality in the Era of AI Agents & Hacktoberfest 2026

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7 min read
Compress Before You Prompt: How a 74K-Star Token-First Architecture Is Making AI Coding Agents Smarter, Cheaper, and Actually Honest

Compress Before You Prompt: How a 74K-Star Token-First Architecture Is Making AI Coding Agents Smarter, Cheaper, and Actually Honest

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17 min read
The Code Exorcist Pattern: Why AI Agents Should Diagnose Bugs But Never Write the Final Fix

The Code Exorcist Pattern: Why AI Agents Should Diagnose Bugs But Never Write the Final Fix

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10 min read
Breaking the AI Debugging Loop: How Self-Building Agent IDEs Are Resolving Infinite Recursion

Breaking the AI Debugging Loop: How Self-Building Agent IDEs Are Resolving Infinite Recursion

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9 min read
From Vibe-Coding to Verification: The Engineering Case for Deterministic Checks in the AI Era

From Vibe-Coding to Verification: The Engineering Case for Deterministic Checks in the AI Era

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11 min read
Terminal AI Agents Are Eating the IDE: Why Claude Code's 148K Stars Signal a Fundamental Shift in How Developers Write Code

Terminal AI Agents Are Eating the IDE: Why Claude Code's 148K Stars Signal a Fundamental Shift in How Developers Write Code

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8 min read
AI Agents and the 'Code Exorcist' Pattern: How LLMs Are Redefining Debugging and DevOps Workflows in 2026

AI Agents and the 'Code Exorcist' Pattern: How LLMs Are Redefining Debugging and DevOps Workflows in 2026

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16 min read
The Death of the Black Box: Architecting Self-Improving Persistent Development Workspaces with Agentic Context Systems

The Death of the Black Box: Architecting Self-Improving Persistent Development Workspaces with Agentic Context Systems

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19 min read
Beyond V8 Isolates: How Firecracker MicroVMs Solve Edge Computing's Cold-Start and Isolation Dilemmas

Beyond V8 Isolates: How Firecracker MicroVMs Solve Edge Computing's Cold-Start and Isolation Dilemmas

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9 min read
AI Code Suggestions & Type Safety: The Hidden Risk of 1-in-5 Non-Existent Packages

AI Code Suggestions & Type Safety: The Hidden Risk of 1-in-5 Non-Existent Packages

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1 min read
The MCP Moment: Why Developers Are Rejecting the 'Model Context Protocol' Hype in Favor of Stable, Native Integrations

The MCP Moment: Why Developers Are Rejecting the 'Model Context Protocol' Hype in Favor of Stable, Native Integrations

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9 min read
Engineering Verifiable AI Agents: A Deep Dive into Bernstein & TruLens Protocols

Engineering Verifiable AI Agents: A Deep Dive into Bernstein & TruLens Protocols

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7 min read
The AI Agent Bottleneck: Debugging and Refactoring Over-Engineered LLM Workflows

The AI Agent Bottleneck: Debugging and Refactoring Over-Engineered LLM Workflows

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12 min read
Closing the AI Agent Audit Gap: Implementing Hard-Blocking Governance Patterns in Production

Closing the AI Agent Audit Gap: Implementing Hard-Blocking Governance Patterns in Production

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9 min read
The Illusion of Intelligence: Diagnosing and Refactoring Fragile AI Agent Architectures

The Illusion of Intelligence: Diagnosing and Refactoring Fragile AI Agent Architectures

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10 min read
Deconstructing AI Agents: From Expensive If-Statements to True Autonomy

Deconstructing AI Agents: From Expensive If-Statements to True Autonomy

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9 min read
Engineering Trust in Agentic Systems: A Technical Deep Dive into Reasoning Faithfulness and Metacognitive Loops

Engineering Trust in Agentic Systems: A Technical Deep Dive into Reasoning Faithfulness and Metacognitive Loops

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14 min read
Prompt Injection Is the New SQL Injection: A Practical Developer's Guide to Securing AI Agents

Prompt Injection Is the New SQL Injection: A Practical Developer's Guide to Securing AI Agents

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12 min read
Prompt Injection Is the New SQL Injection: Building Resilient AI‑Powered Applications

Prompt Injection Is the New SQL Injection: Building Resilient AI‑Powered Applications

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7 min read
Advanced Server-Side Caching Patterns in Next.js: A Deep Dive into ISR, SWR, and Cache Strategies

Advanced Server-Side Caching Patterns in Next.js: A Deep Dive into ISR, SWR, and Cache Strategies

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8 min read
Beyond the Hype: A Practical Framework for Verifying AI-Generated Code in the Age of Autonomous Agents

Beyond the Hype: A Practical Framework for Verifying AI-Generated Code in the Age of Autonomous Agents

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5 min read
From README to Agent Cards: Why Shipping Trustworthy AI Artifacts Beats Clever Prompting

From README to Agent Cards: Why Shipping Trustworthy AI Artifacts Beats Clever Prompting

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3 min read
The End of the Pull Request: Verifying AI-Generated Code in the Post-Human Era

The End of the Pull Request: Verifying AI-Generated Code in the Post-Human Era

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7 min read
Building LastWave-Native: How Kotlin, Liquid Glass UI, and Real-Time Sync Are Reshaping Android Music Apps

Building LastWave-Native: How Kotlin, Liquid Glass UI, and Real-Time Sync Are Reshaping Android Music Apps

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4 min read
Engineering Verifiable Systems: From Zero-Knowledge Proofs to AI Agent Trust

Engineering Verifiable Systems: From Zero-Knowledge Proofs to AI Agent Trust

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11 min read
When AI Hacks AI: Inside the New Offensive Security Landscape of LLM-Powered Agents

When AI Hacks AI: Inside the New Offensive Security Landscape of LLM-Powered Agents

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8 min read
Building a Robust Agent Evaluation Framework: Lessons from Real-World Failures

Building a Robust Agent Evaluation Framework: Lessons from Real-World Failures

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8 min read
When Agents Go Rogue: The Hidden Failure Modes of Multi-Agent Systems and How to Build Guardrails That Actually Hold

When Agents Go Rogue: The Hidden Failure Modes of Multi-Agent Systems and How to Build Guardrails That Actually Hold

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17 min read
Advanced Server-Side Caching Patterns in Next.js: Beyond the Basics

Advanced Server-Side Caching Patterns in Next.js: Beyond the Basics

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8 min read
Beyond Comments: How AI Code Reviewers Are Shifting from Suggestion to Enforcement

Beyond Comments: How AI Code Reviewers Are Shifting from Suggestion to Enforcement

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10 min read
The Silent Killer of AI Agents: Why Your Evaluation Metrics Are Lying to You

The Silent Killer of AI Agents: Why Your Evaluation Metrics Are Lying to You

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3 min read
Engineering Context: How Hippocampus Architectures Solve the Memory Limit in Coding Agents

Engineering Context: How Hippocampus Architectures Solve the Memory Limit in Coding Agents

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7 min read
From Assistant-UI to Security Audits: Building Production-Grade AI Chat Interfaces in TypeScript That Actually Pass Security Standards

From Assistant-UI to Security Audits: Building Production-Grade AI Chat Interfaces in TypeScript That Actually Pass Security Standards

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10 min read
Beyond Code Generation: How 'Reticle' and Machine-Native Runtime Perception Solve the Last-Mile Problem in Agentic Development

Beyond Code Generation: How 'Reticle' and Machine-Native Runtime Perception Solve the Last-Mile Problem in Agentic Development

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16 min read
From Coder to Architect: Engineering the System One AI & MCP Gateway Stack

From Coder to Architect: Engineering the System One AI & MCP Gateway Stack

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14 min read
Beyond Code Generation: Reclaiming Engineering Identity in the Era of Agentic AI and 'System 1' Models

Beyond Code Generation: Reclaiming Engineering Identity in the Era of Agentic AI and 'System 1' Models

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6 min read
Implementing Jevons' Law: A Python Simulation of Computational Elasticity in AI Code Efficiency

Implementing Jevons' Law: A Python Simulation of Computational Elasticity in AI Code Efficiency

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7 min read
The Parallel Agent Revolution: Orchestrating MCP Gateways for Autonomous DevOps in 2026

The Parallel Agent Revolution: Orchestrating MCP Gateways for Autonomous DevOps in 2026

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7 min read
Reclaiming Control: Engineering Discipline for the Era of Vibe Coding and AI Agents

Reclaiming Control: Engineering Discipline for the Era of Vibe Coding and AI Agents

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6 min read
Building Production-Grade RAG with Go and Gemini File Search: A Zero-Infrastructure Approach

Building Production-Grade RAG with Go and Gemini File Search: A Zero-Infrastructure Approach

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8 min read
Git for Machines: Building a 'Blame-less' Workflow When AI Agents Generate 90% of Your Code

Git for Machines: Building a 'Blame-less' Workflow When AI Agents Generate 90% of Your Code

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11 min read
Breaking the CI Bottleneck: Architecting Pipelines for the AI Code Era

Breaking the CI Bottleneck: Architecting Pipelines for the AI Code Era

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10 min read
Shifting the Bottleneck: Re-engineering CI/CD Pipelines for the AI Coding Era

Shifting the Bottleneck: Re-engineering CI/CD Pipelines for the AI Coding Era

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1 min read
Beyond Green Checks: Designing Intent-Level Tests to Stop AI from Shipping Confidently Broken Code

Beyond Green Checks: Designing Intent-Level Tests to Stop AI from Shipping Confidently Broken Code

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8 min read
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