Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
Tamiz Uddin6d ago • 11 min read
From Prompts to Infrastructure: Building Trustworthy, Scalable AI Agents in the Age of A2A and Agent Sandboxes
Move beyond prompt engineering to build production-grade AI agents with A2A protocols, sandboxed exe...
#ai#machine#learning#prompts
2 0
Tamiz Uddin5d ago • 12 min read
From Lab to Production: Securing Local LLMs and AI Agents with Self-Hosted Infrastructure and GitOps Guardrails
Learn how to harden self-hosted LLMs and AI agents for production using GitOps workflows, container ...
#ai#machine#learning#lab
0 0
Tamiz Uddin6d ago • 15 min read
Beyond the Prompt: Building Unhackable AI Agents — Lessons from GitHub's Top Security & Gateway Repos
Practical security architecture for AI agents: prompt injection defense, tool-use hardening, and gat...
#ai#machine#learning#beyond
0 0
Tamiz Uddin16h ago • 15 min read
Why Your AI Agent Breaks Under Scrutiny — Lessons from Production Agent Frameworks, Self-Correction Prompts, and Real Bug Reports
Production-hardened AI agents fail predictably. Here's why, what real bug reports reveal, and how se...
#ai#machine#learning#agents
0 0
Tamiz Uddin5d ago • 13 min read
The Trust Problem in AI Agents: Building Architecture-First Gates Before Autonomous Code Runs Wild
AI agents promise velocity but erode control. Here's the architecture-first approach to building rea...
#ai#machine#learning#we
0 0
Tamiz Uddin10h ago • 14 min read
The Agency Stack in 2026: Lessons from Trueforge, OneCLI, and Lightdash on Building Production-Ready AI Agents
Deconstruct the 2026 agency stack through production patterns from Trueforge, OneCLI, and Lightdash....
#ai#machine#learning#agency
0 0
Tamiz Uddin4h ago • 6 min read
Attribution in the Age of AI Assistants: What the Linux Kernel's 'Assisted-by' Tag Means for Your Git Workflow
The Linux kernel adopted AI attribution tags like Assisted-by. Here's what this means for your Git w...
#ai#machine#learning#attribution
0 0
Tamiz Uddin3d ago • 19 min read
Building Local-First AI Apps: MCP Integration, Offline Memory & Cost Optimization
Learn how to build local-first AI applications using Model Context Protocol, offline memory architec...
#ai#machine#learning#local
0 0
Tamiz Uddin4d ago • 18 min read
Build a Codebase Intelligence Tool Like repowise With a RAG-Assisted MCP for Your Monorepo
Step-by-step guide to building a local codebase intelligence layer using RAG and an MCP server for y...
#ai#machine#learning#build
0 0
Tamiz Uddin3d ago • 4 min read
AI Agents & the Erosion of Engineering Fundamentals: A Senior Engineer's Case
AI agents automate coding tasks, raising fears among senior engineers about the erosion of foundatio...
#ai#machine#learning#agents
0 0
Tamiz Uddin4d ago • 8 min read
Beyond the Demo: Building Production-Ready AI Agents — A Guide to Benchmarking, Cost Optimization, and Tooling in 2026
A practical guide to shipping AI agents that work in production — covering evaluation frameworks, co...
#ai#machine#learning#beyond
0 0
Tamiz Uddin2d ago • 9 min read
Building Local-First AI Agents in 2025: Lessons from ScreenPipe, Headroom, and the Privacy-Performance Tradeoff
An analysis of the local-first AI agent movement in 2025, examining architectures from ScreenPipe an...
#ai#machine#learning#local
0 0
Tamiz Uddin6d ago • 10 min read
Production-Ready AI Agents 2026: End-to-End Evaluation, Production Harnessing, and Competitive Advantage
Technical deep-dive into building, evaluating, and deploying production-grade AI agents in 2026, wit...
#ai#machine#learning#production
0 0
Tamiz Uddin2d ago • 7 min read
The Rise of Local AI Agents: Why Every Developer Should Evaluate Open-Source Agent Frameworks in 2025
Local AI agents are reshaping how developers build intelligent systems. Here's why evaluating open-s...
#ai#machine#learning#rise
0 0
Tamiz Uddin3d ago • 9 min read
Why AI Agent Runtimes Need a 'Constitution': Lessons from Ironclaw and the Rise of Policy-First Autonomous Systems
Exploring why modern AI agent runtimes require a policy-first 'constitution' to govern behavior, dra...
#ai#machine#learning#agents
0 0
Tamiz Uddin3d ago • 11 min read
Building Multi-Agent Systems That Actually Scale: Lessons from Hermes, LobeHub, and the 2025 AI Agent Explosion
Deep dive into production-grade multi-agent architecture—communication patterns, orchestration strat...
#ai#machine#learning#multi
0 0
Tamiz Uddin1d ago • 5 min read
AI Agents in the Dev Workflow: Riding the Wave of Eliza, Airbyte, and the Snowflake 'Autofix' Breach
How AI agents are reshaping development workflows — and why the Snowflake Autofix breach is a wake-u...
#ai#machine#learning#agents
0 1
Tamiz Uddin6d ago • 11 min read
Building Resilient Real-Time Systems: WebSockets, Redis, and High Availability
Explore how to build highly available and scalable real-time applications using WebSockets for commu...
#ai#machine#learning#real
0 0
Tamiz Uddin4d ago • 7 min read
Validating AI Memory: How to Benchmark Agent Memory Systems Without the Hype
A practical, hype-free guide to benchmarking AI agent memory systems. Learn what metrics matter, how...
#ai#machine#learning#validating
0 0
Tamiz Uddin4d ago • 4 min read
The 2026 Toolchain Revolution: From Postman to CLI, Code to Prompts — What Stays and What Goes
An analysis of the 2026 developer toolchain shift: why Postman faces CLI competition, how AI prompts...
#ai#machine#learning#postman
0 0
jasonliu1121d ago • 8 min read
Using Industrial SBCs in Machine Control, Automation, and Operator Interfaces
Industrial automation systems are rarely built around one processor. A production machine may contai...
#sbcs#machine#automation#operator
0 0
Tamiz Uddin1d ago • 5 min read
The Rise of Persistent AI Coding Agents: Why Remembering Context Is the Next Big Shift in Developer Tooling
Persistent AI coding agents are transforming developer workflows by maintaining context across sessi...
#ai#machine#learning#rise
0 0
Tamiz Uddin1d ago • 17 min read
AI Agents Are Eating the Developer Workflow — From Code Reviews to CLI Tools, Here's What's Actually Ready for Production
A no-BS assessment of AI agents in developer workflows—what's production-ready for code reviews, CLI...
#ai#machine#learning#agents
0 0
Tamiz Uddin1d ago • 4 min read
Building a Real-Time Chat App with Stream's Android SDK, Jetpack Compose, and Offline AI Agents
A comprehensive tutorial on building a real-time chat app using Stream's Android SDK, Jetpack Compos...
#ai#machine#learning#real
0 0