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Tamiz Uddin

Full Stack software engineer

Location Bangladesh Joined Joined on  Personal website https://tamiz.pro
The Green Lie: Why AI-Generated Tests Are Hiding Production Failures in Your CI/CD Pipelines

The Green Lie: Why AI-Generated Tests Are Hiding Production Failures in Your CI/CD Pipelines

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11 min read
Neural Hijacking: Decoding DLSS5-Autopilot's Runtime Injection Strategy for Legacy Game Support

Neural Hijacking: Decoding DLSS5-Autopilot's Runtime Injection Strategy for Legacy Game Support

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8 min read
Automating Threat Intelligence: Integrating CVE Bots and Open Datasets into Your SecDevOps Pipeline

Automating Threat Intelligence: Integrating CVE Bots and Open Datasets into Your SecDevOps Pipeline

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8 min read
Poisoning the Context: Securing RAG Pipelines Against Knowledge Injection Attacks

Poisoning the Context: Securing RAG Pipelines Against Knowledge Injection Attacks

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8 min read
Beyond the Hype: Practical Spec-Driven Development with AI Agents for Traceable Code Delivery

Beyond the Hype: Practical Spec-Driven Development with AI Agents for Traceable Code Delivery

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8 min read
Cache-to-Cache Communication Between LLMs: How Direct Semantic Exchange Is Redefining Agent Memory and Performance

Cache-to-Cache Communication Between LLMs: How Direct Semantic Exchange Is Redefining Agent Memory and Performance

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9 min read
From Guesswork to Certainty: Implementing Formal Verification on CPU and GPU with Proof-Based Languages

From Guesswork to Certainty: Implementing Formal Verification on CPU and GPU with Proof-Based Languages

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14 min read
Beyond Autoregression: Engineering the Next Wave of AI Code Generation with Diffusion Models

Beyond Autoregression: Engineering the Next Wave of AI Code Generation with Diffusion Models

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12 min read
The Great Escape? Why Developers Are Choosing Local-First AI and Privacy-Focused Hardware Over the Cloud in 2026

The Great Escape? Why Developers Are Choosing Local-First AI and Privacy-Focused Hardware Over the Cloud in 2026

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5 min read
When AI Writes the Code, Who Finds the Bugs That Look Like Features? — The Hidden Logic Gap in the Age of AI Pair Programming

When AI Writes the Code, Who Finds the Bugs That Look Like Features? — The Hidden Logic Gap in the Age of AI Pair Programming

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4 min read
The Vibe Coding Debt Trap: Why AI-Generated Code Breaks in Month 3

The Vibe Coding Debt Trap: Why AI-Generated Code Breaks in Month 3

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6 min read
The 81% Query Plan Jump: How Training Small Models is Rewriting the Rules of Database Performance

The 81% Query Plan Jump: How Training Small Models is Rewriting the Rules of Database Performance

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3 min read
The Rubber Stamp Effect: Why Your AI Code Reviewer Cheats and How to Break It

The Rubber Stamp Effect: Why Your AI Code Reviewer Cheats and How to Break It

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3 min read
Beyond Vibe Coding: 10 Critical SDLC Gates AI Agents Will Silently Skip Unless You Enforce Them

Beyond Vibe Coding: 10 Critical SDLC Gates AI Agents Will Silently Skip Unless You Enforce Them

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4 min read
Stop Letting AI Write Tests You Won’t Run: Enforce SDLC Gates That Catch LLM Hallucinations, Drift, and Silent Regressions

Stop Letting AI Write Tests You Won’t Run: Enforce SDLC Gates That Catch LLM Hallucinations, Drift, and Silent Regressions

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4 min read
Solving Context Rot: Engineering Persistent Memory for AI Coding Agents

Solving Context Rot: Engineering Persistent Memory for AI Coding Agents

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10 min read
Beyond the Hype: Why AI Agents Are Drowning the Web and How to Build 'Blast-Radius Aware' Guardrails Before Your SDLC Breaks

Beyond the Hype: Why AI Agents Are Drowning the Web and How to Build 'Blast-Radius Aware' Guardrails Before Your SDLC Breaks

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5 min read
Optimizing Large-Scale MongoDB Aggregation Pipelines: A Deep-Dive into Performance at Scale

Optimizing Large-Scale MongoDB Aggregation Pipelines: A Deep-Dive into Performance at Scale

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9 min read
I Let AI Review Its Own Code for 30 Days — A Human Still Found the Bug in 5 Minutes

I Let AI Review Its Own Code for 30 Days — A Human Still Found the Bug in 5 Minutes

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2 min read
Beyond the Flashy Demo: Building Verifiable AI Agents and Avoiding the 'Purple Gradient' UI Trap in 2025

Beyond the Flashy Demo: Building Verifiable AI Agents and Avoiding the 'Purple Gradient' UI Trap in 2025

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3 min read
AI Agents That Verify Their Own Output: The 30-Minute Validation Loop That Beats 30 Days of AI Code Review

AI Agents That Verify Their Own Output: The 30-Minute Validation Loop That Beats 30 Days of AI Code Review

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7 min read
The Shift to Edge-Computing: Navigating Middleware Security and Global Scaling

The Shift to Edge-Computing: Navigating Middleware Security and Global Scaling

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1 min read
Optimizing Large-Scale MongoDB Aggregation Pipelines: A Deep-Dive into Performance, Memory, and Sharding Strategies

Optimizing Large-Scale MongoDB Aggregation Pipelines: A Deep-Dive into Performance, Memory, and Sharding Strategies

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8 min read
The Illusion of Logic: Why AI Reasoning Traces Are Just the Answer Written Backwards

The Illusion of Logic: Why AI Reasoning Traces Are Just the Answer Written Backwards

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9 min read
Building Local AI Dev Environments: Running Cloud Agents on Your Own Machine with Rust

Building Local AI Dev Environments: Running Cloud Agents on Your Own Machine with Rust

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8 min read
Circuit Breakers, Agent Fatigue, and Satisficing: The Triad Reshaping Autonomous DevOps

Circuit Breakers, Agent Fatigue, and Satisficing: The Triad Reshaping Autonomous DevOps

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9 min read
Building Self-Hosted Developer Tools with TrueCharts: Deploying Private Services Like AdGuard and V2Ray on Kubernetes

Building Self-Hosted Developer Tools with TrueCharts: Deploying Private Services Like AdGuard and V2Ray on Kubernetes

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4 min read
Mastering Advanced Server-Side Caching Patterns in Next.js 14

Mastering Advanced Server-Side Caching Patterns in Next.js 14

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8 min read
Designing Fault-Tolerant Autonomous AI Agents: Circuit Breakers, Retry Policies, and Observability

Designing Fault-Tolerant Autonomous AI Agents: Circuit Breakers, Retry Policies, and Observability

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12 min read
The Great Expectations Gap: Architecting Bot Detection and Real User Resilience

The Great Expectations Gap: Architecting Bot Detection and Real User Resilience

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12 min read
The Illusion of Logic: Identifying Post-Hoc Narratives in LLM Reasoning Traces

The Illusion of Logic: Identifying Post-Hoc Narratives in LLM Reasoning Traces

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12 min read
Circuit Breakers for Agentic AI Workflows: Controlling Blast Radius in Autonomous Code Review

Circuit Breakers for Agentic AI Workflows: Controlling Blast Radius in Autonomous Code Review

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8 min read
Beyond the VM: A Deep Dive into Compiling PHP to Native Assembly with elephc

Beyond the VM: A Deep Dive into Compiling PHP to Native Assembly with elephc

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10 min read
Beyond the Demo: Engineering Resilient AI Systems Before Production Failure

Beyond the Demo: Engineering Resilient AI Systems Before Production Failure

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13 min read
Beyond the API Key: Architecting a Multi-Provider AI Gateway with RBAC, Cost Routing, and Fallback Chains — Lessons from 40k+ Star OSS Tools

Beyond the API Key: Architecting a Multi-Provider AI Gateway with RBAC, Cost Routing, and Fallback Chains — Lessons from 40k+ Star OSS Tools

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20 min read
Beyond the Hype: How ‘AI Psychosis’ and the OpenAI Agents API Are Exposing the Fragility of Modern Software Engineering

Beyond the Hype: How ‘AI Psychosis’ and the OpenAI Agents API Are Exposing the Fragility of Modern Software Engineering

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7 min read
The AI Integration Illusion: Why Your Demo Runs in Sandbox but Crashes in Production

The AI Integration Illusion: Why Your Demo Runs in Sandbox but Crashes in Production

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4 min read
From Code Reviewer to Agent Manager: Lessons from 30 Days of AI-Generated Software

From Code Reviewer to Agent Manager: Lessons from 30 Days of AI-Generated Software

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6 min read
From Code Reviewer to Agent Auditor: How AI Changed What We Actually Ship — and What We Still Get Wrong

From Code Reviewer to Agent Auditor: How AI Changed What We Actually Ship — and What We Still Get Wrong

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7 min read
I Built an AI Agent That Leaked My .env (and Why You Should Build One Too)

I Built an AI Agent That Leaked My .env (and Why You Should Build One Too)

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9 min read
Why 'AI Agents Are Just While Loops' Is the New 'Hello, World' — and What It Means for Debugging Real Systems

Why 'AI Agents Are Just While Loops' Is the New 'Hello, World' — and What It Means for Debugging Real Systems

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2 min read
From Tool to Partner: How Tianshu-Harness and Cognitive VMs Are Redefining the AI Agent Loop

From Tool to Partner: How Tianshu-Harness and Cognitive VMs Are Redefining the AI Agent Loop

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9 min read
Building AI Agents in Production: What MCP Rejections, .env Leaks, and 70-Line Loops Taught Me

Building AI Agents in Production: What MCP Rejections, .env Leaks, and 70-Line Loops Taught Me

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6 min read
Stop Shipping If-Statements in Trench Coats: How to Build Real Agent Memory That Survives Production

Stop Shipping If-Statements in Trench Coats: How to Build Real Agent Memory That Survives Production

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13 min read
Debugging the Black Box: Why Session Replay, Error Tracking, and Structured Logs Are the Missing Observability Layer for Production AI Agents

Debugging the Black Box: Why Session Replay, Error Tracking, and Structured Logs Are the Missing Observability Layer for Production AI Agents

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13 min read
From Hype to Harness: Decoding Production-Ready AI Agent Engineering Through 13K-Star Frameworks and Cross-Model Benchmarks

From Hype to Harness: Decoding Production-Ready AI Agent Engineering Through 13K-Star Frameworks and Cross-Model Benchmarks

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2 min read
The Rusty Reality of OSS: Chasing Socket Leaks, Replacing DNS Libraries, and the Unseen Cost of Building in Public

The Rusty Reality of OSS: Chasing Socket Leaks, Replacing DNS Libraries, and the Unseen Cost of Building in Public

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7 min read
Git Hooks for AI Pair Programming: Capturing, Indexing, and Searching Your AI Coding Sessions

Git Hooks for AI Pair Programming: Capturing, Indexing, and Searching Your AI Coding Sessions

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25 min read
Catching Cross-Language Copy-Paste Debt with Static Analysis and AI Pair-Programmers

Catching Cross-Language Copy-Paste Debt with Static Analysis and AI Pair-Programmers

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5 min read
Replacing the DNS Resolver in Production Without a Postmortem: Lessons from a 180k-Line Deletion

Replacing the DNS Resolver in Production Without a Postmortem: Lessons from a 180k-Line Deletion

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4 min read
Building a Vector Similarity Detector: How One SQL Query Over 2.9M Charity Pairs Reveals the Gap Between Meaning and Spelling

Building a Vector Similarity Detector: How One SQL Query Over 2.9M Charity Pairs Reveals the Gap Between Meaning and Spelling

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8 min read
Tailwind CSS v4: Architecture, Features, and Performance Upgrades

Tailwind CSS v4: Architecture, Features, and Performance Upgrades

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3 min read
Building a $5.70/Month Autonomous AI Coding Agent in the Cloud Using Open-Source Terminal Agent Management

Building a $5.70/Month Autonomous AI Coding Agent in the Cloud Using Open-Source Terminal Agent Management

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3 min read
Building Reliable AI Agents Beyond the Hype: Lessons from $5.70/Month to 388K Stars

Building Reliable AI Agents Beyond the Hype: Lessons from $5.70/Month to 388K Stars

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12 min read
Why AI-Generated Tests Miss Critical Bugs — And How to Catch Them Before Production

Why AI-Generated Tests Miss Critical Bugs — And How to Catch Them Before Production

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7 min read
Why AI Agents Disappear in Production (and How to Keep Them Running for $5.70/Month)

Why AI Agents Disappear in Production (and How to Keep Them Running for $5.70/Month)

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2 min read
When AI Agents Fail: How Self-Improving Systems, Background Job Reliability, and Automated Testing Reveal the Trust Gap in Software

When AI Agents Fail: How Self-Improving Systems, Background Job Reliability, and Automated Testing Reveal the Trust Gap in Software

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3 min read
Why Your AI-Generated Tests Are Only Catching the AI's Bugs, Not Yours

Why Your AI-Generated Tests Are Only Catching the AI's Bugs, Not Yours

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6 min read
Why AI Agents Keep Failing in Production (And What to Actually Build Instead)

Why AI Agents Keep Failing in Production (And What to Actually Build Instead)

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3 min read
Why Ghostty (Zig) is Reinforcing the Terminal Renaissance — and What It Reveals About the Shift Toward Lightweight, Native-First Dev Tools in 2025

Why Ghostty (Zig) is Reinforcing the Terminal Renaissance — and What It Reveals About the Shift Toward Lightweight, Native-First Dev Tools in 2025

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5 min read
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