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Tamiz Uddin

Full Stack software engineer

Location Bangladesh Joined Joined on  Personal website https://tamiz.pro
Why Your AI Agent Stack Needs a Gateway, Not a Glue Layer: Lessons from the 11k-Star Orchestration War

Why Your AI Agent Stack Needs a Gateway, Not a Glue Layer: Lessons from the 11k-Star Orchestration War

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7 min read
When the Test Fails: Deconstructing AI-Generated Code via Failure Analysis

When the Test Fails: Deconstructing AI-Generated Code via Failure Analysis

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5 min read
Building a Pre-Ship Supply Chain Security Filter for PHP, npm, and PyPI

Building a Pre-Ship Supply Chain Security Filter for PHP, npm, and PyPI

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26 min read
Why Small AI Models Are Becoming Essential Developer Tools: Lessons from Property Deeds, Debugging, and Email Assistants

Why Small AI Models Are Becoming Essential Developer Tools: Lessons from Property Deeds, Debugging, and Email Assistants

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5 min read
Architecture of Autonomy: Building Local-First AI Agents with Ollama and LangChain

Architecture of Autonomy: Building Local-First AI Agents with Ollama and LangChain

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13 min read
Beyond the Cloud: Architecting Local AI Developer Tools with birdnet-go and Hermes

Beyond the Cloud: Architecting Local AI Developer Tools with birdnet-go and Hermes

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7 min read
The Shift to Local LLMs: Replacing Cloud APIs with Gemma 3 in Developer Workflows

The Shift to Local LLMs: Replacing Cloud APIs with Gemma 3 in Developer Workflows

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1 min read
The Rise of Agent Orchestration: Building Multi-Agent Workflows with Tools Like Orca and Devbox

The Rise of Agent Orchestration: Building Multi-Agent Workflows with Tools Like Orca and Devbox

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1 min read
Building Local-First AI Agents: Replacing Cloud APIs with On-Device Models for Personal Productivity

Building Local-First AI Agents: Replacing Cloud APIs with On-Device Models for Personal Productivity

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13 min read
Local-First AI Agents: How to Build Privacy-Focused 'Slow and Steady' Assistants Using Open-Source Models (Gemma/TABPFN) for Triage and Automation

Local-First AI Agents: How to Build Privacy-Focused 'Slow and Steady' Assistants Using Open-Source Models (Gemma/TABPFN) for Triage and Automation

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1 min read
From Babysitting to Autonomy: Engineering AI Agents That Self-Correct Without Human Intervention

From Babysitting to Autonomy: Engineering AI Agents That Self-Correct Without Human Intervention

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15 min read
The Engineering of Nomenclature: Automating Project Naming with LLMs to Reduce Developer Friction

The Engineering of Nomenclature: Automating Project Naming with LLMs to Reduce Developer Friction

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4 min read
Beyond the Demo: Why '93% Confidence' is a String and How to Bridge the Gap Between AI Generation and Real-World Pipeline Reliability

Beyond the Demo: Why '93% Confidence' is a String and How to Bridge the Gap Between AI Generation and Real-World Pipeline Reliability

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9 min read
The LLM Gateway Gap: Why Provider-Agnostic Abstractions Are the Next Dev Infrastructure Must-Have

The LLM Gateway Gap: Why Provider-Agnostic Abstractions Are the Next Dev Infrastructure Must-Have

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4 min read
Zero-Config, Real-time Collaboration: Build a Tiny Docs-Like Editor with WebRTC and CRDTs

Zero-Config, Real-time Collaboration: Build a Tiny Docs-Like Editor with WebRTC and CRDTs

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6 min read
Sandboxing for the Swarm: Micro-VMs and Orca-Style Orchestration for AI Agent Fleets

Sandboxing for the Swarm: Micro-VMs and Orca-Style Orchestration for AI Agent Fleets

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7 min read
The Idempotency Trap in AI Agents: Why Generated Content Can't Be Your Primary Key

The Idempotency Trap in AI Agents: Why Generated Content Can't Be Your Primary Key

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1 min read
The Hidden Dangers of Free Proxies: A Deep Dive into Security Risks and Building Secure Alternatives

The Hidden Dangers of Free Proxies: A Deep Dive into Security Risks and Building Secure Alternatives

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6 min read
The Idempotency Illusion: Why AI Agents Need Stable Intent Over Generated Hashes

The Idempotency Illusion: Why AI Agents Need Stable Intent Over Generated Hashes

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8 min read
From Code to Context: How OpenViking's Self-Evolving Memory and 'rea's Reverse Engineering are Redefining the AI Agent Lifecycle

From Code to Context: How OpenViking's Self-Evolving Memory and 'rea's Reverse Engineering are Redefining the AI Agent Lifecycle

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4 min read
Beyond the Prompt: Building Safe, Local Execution Environments for Agentic Tooling with Rust and smolvm

Beyond the Prompt: Building Safe, Local Execution Environments for Agentic Tooling with Rust and smolvm

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17 min read
The Post-Lock-in Agent Era: How 'gentle-ai' and 'agentic-awesome-skills' Are Reclaiming Control from Proprietary Coding Agents

The Post-Lock-in Agent Era: How 'gentle-ai' and 'agentic-awesome-skills' Are Reclaiming Control from Proprietary Coding Agents

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9 min read
Stop Blaming the LLM: Why Your AI Agent's Bugs Are Actually Distributed Systems Failures

Stop Blaming the LLM: Why Your AI Agent's Bugs Are Actually Distributed Systems Failures

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17 min read
Beyond the Happy Path: Applying Distributed Systems Principles to Fix AI Agent Retry Loops and Reliability

Beyond the Happy Path: Applying Distributed Systems Principles to Fix AI Agent Retry Loops and Reliability

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8 min read
The LLM Agent Retry Bug Isn't an AI Problem—It's a Distributed-Systems Problem

The LLM Agent Retry Bug Isn't an AI Problem—It's a Distributed-Systems Problem

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4 min read
The Rise of AI Coding Agents: Managing Multi-Agent Fleets, Security Risks, and the Future of Developer Workflows

The Rise of AI Coding Agents: Managing Multi-Agent Fleets, Security Risks, and the Future of Developer Workflows

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1 min read
Beyond the Prompt: Architecting Real-Time DevOps Intelligence with the Model Context Protocol

Beyond the Prompt: Architecting Real-Time DevOps Intelligence with the Model Context Protocol

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8 min read
Why Your AI Coding Agent Still Can't Replace a Junior Dev: Lessons from Opencode and Orca’s 200k+ Stars

Why Your AI Coding Agent Still Can't Replace a Junior Dev: Lessons from Opencode and Orca’s 200k+ Stars

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11 min read
From Swarms to Singletons: Why 'Local-First' Agents Are the Next Big Shift in Software Engineering

From Swarms to Singletons: Why 'Local-First' Agents Are the Next Big Shift in Software Engineering

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1 min read
The Paradox of AI Productivity: Engineering Resilience in the Age of Autonomous Agents

The Paradox of AI Productivity: Engineering Resilience in the Age of Autonomous Agents

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11 min read
Rust-Powered Developer Tooling: Why Modern Package Managers and Data Frameworks are Moving to Rust

Rust-Powered Developer Tooling: Why Modern Package Managers and Data Frameworks are Moving to Rust

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8 min read
Cloudless AI: The $0/Month Edge-First Generative App Stack

Cloudless AI: The $0/Month Edge-First Generative App Stack

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1 min read
Building a Privacy-First, Zero-Cost AI Proxy for Public Data with Open-Source Tooling

Building a Privacy-First, Zero-Cost AI Proxy for Public Data with Open-Source Tooling

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7 min read
Building AI Agents with Near-Infinite Memory Using AgentRT: A Practical Guide in C

Building AI Agents with Near-Infinite Memory Using AgentRT: A Practical Guide in C

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11 min read
The Bug Lives at the Seam: Why Integration Failures Outpace Logic Errors in the Era of AI-Generated Code

The Bug Lives at the Seam: Why Integration Failures Outpace Logic Errors in the Era of AI-Generated Code

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4 min read
Building 24/7 Autonomous Agents: Engineering Constraints and Mercury Patterns

Building 24/7 Autonomous Agents: Engineering Constraints and Mercury Patterns

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10 min read
From Memory to Mastery: How 'Beads' Reshapes Context Management for Coding Agents

From Memory to Mastery: How 'Beads' Reshapes Context Management for Coding Agents

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6 min read
The Illusion of Productivity: What We Actually Learn When AI Writes the Code (and Why the Bugs Now Live at the Seams)

The Illusion of Productivity: What We Actually Learn When AI Writes the Code (and Why the Bugs Now Live at the Seams)

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6 min read
The AI Agent Paradox: Engineering Robust Boundary Controls for Autonomous Coding Assistants

The AI Agent Paradox: Engineering Robust Boundary Controls for Autonomous Coding Assistants

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9 min read
Runtime Security for AI Agents: Architecting Defense-in-Depth Against Prompt Injection and Malicious Tool Calls

Runtime Security for AI Agents: Architecting Defense-in-Depth Against Prompt Injection and Malicious Tool Calls

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21 min read
The Edge-Computing Shift: Architecting Middleware Security and Scaling Strategies

The Edge-Computing Shift: Architecting Middleware Security and Scaling Strategies

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8 min read
Vibe-Coding and the End of Upgrades: How AI Agents Are Silently Replacing Your Legacy Codebase

Vibe-Coding and the End of Upgrades: How AI Agents Are Silently Replacing Your Legacy Codebase

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6 min read
Beyond the Prompt Box: Architecting 'Multiplayer AI' for Enterprise-Scale Real-Time Collaboration

Beyond the Prompt Box: Architecting 'Multiplayer AI' for Enterprise-Scale Real-Time Collaboration

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6 min read
Architecting for Decay: Building Self-Maintaining Systems in the Age of AI-Generated Code

Architecting for Decay: Building Self-Maintaining Systems in the Age of AI-Generated Code

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10 min read
Rust vs. TypeScript in the AI Agent Era: Why 'Zero Unsafe' CLIs Are Replacing Heavyweight Frameworks for High-Performance Coding Assistants

Rust vs. TypeScript in the AI Agent Era: Why 'Zero Unsafe' CLIs Are Replacing Heavyweight Frameworks for High-Performance Coding Assistants

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1 min read
The Agent Orchestration Arms Race: Building 'Blast-Radius Aware' AI Code Review and Testing Pipelines in Kubernetes

The Agent Orchestration Arms Race: Building 'Blast-Radius Aware' AI Code Review and Testing Pipelines in Kubernetes

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5 min read
The 'Localhost' Illusion: Why Your Academic CS Knowledge Fails in Production Environments

The 'Localhost' Illusion: Why Your Academic CS Knowledge Fails in Production Environments

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12 min read
Inside GitHub's Distributed Engine: Spoke Clusters, Fork Alternates, and Keyless OIDC

Inside GitHub's Distributed Engine: Spoke Clusters, Fork Alternates, and Keyless OIDC

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8 min read
The Security Gap in Agentic Workflows: Why 'Authentication Passed' Is No Longer Enough

The Security Gap in Agentic Workflows: Why 'Authentication Passed' Is No Longer Enough

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4 min read
What 35k Stars on DeepSeek-Reasonix Reveals About Self-Hostable AI Coding Agents

What 35k Stars on DeepSeek-Reasonix Reveals About Self-Hostable AI Coding Agents

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3 min read
The Rise of Persistent Memory for AI Coding Agents: How 'engram' and the MCP Standard Are Redefining Context in the LLM Era

The Rise of Persistent Memory for AI Coding Agents: How 'engram' and the MCP Standard Are Redefining Context in the LLM Era

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1 min read
From Burnout to Breather: Engineering 'Touch Grass' Micro-Interactions into Your IDE

From Burnout to Breather: Engineering 'Touch Grass' Micro-Interactions into Your IDE

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1 min read
Stop Flying Blind: Adding OpenTelemetry Tracing to Your AI Gateway

Stop Flying Blind: Adding OpenTelemetry Tracing to Your AI Gateway

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9 min read
Building Autonomous AI Coding Agent Pipelines: TDD Evidence, Guardrails, and Multi-Agent Coordination

Building Autonomous AI Coding Agent Pipelines: TDD Evidence, Guardrails, and Multi-Agent Coordination

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19 min read
From WordPress to LLMs: Decoding 2024's GitHub Data on Developer Priority Shifts

From WordPress to LLMs: Decoding 2024's GitHub Data on Developer Priority Shifts

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7 min read
Demystifying Git Internals: How Blobs, Trees, and the Commit DAG Work Under the Hood

Demystifying Git Internals: How Blobs, Trees, and the Commit DAG Work Under the Hood

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9 min read
How I Shrank an Agentic AI to 142KB and Ran It on a $150 Phone — A Practical Guide to Local-First LLM Agents

How I Shrank an Agentic AI to 142KB and Ran It on a $150 Phone — A Practical Guide to Local-First LLM Agents

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11 min read
From Rust to Reality: How Clean-Room Photography Engines and Offline AI Agents Are Redefining Local-First Software

From Rust to Reality: How Clean-Room Photography Engines and Offline AI Agents Are Redefining Local-First Software

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7 min read
The Touch Grass Manifesto: Building AI Apps That Force Developers Outside

The Touch Grass Manifesto: Building AI Apps That Force Developers Outside

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15 min read
The Rise of Local-First AI: Building a 142KB Offline Vision Mentor on a $150 Phone

The Rise of Local-First AI: Building a 142KB Offline Vision Mentor on a $150 Phone

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7 min read
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