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Tamiz Uddin3d ago • 17 min read
Stop Blaming the LLM: Why Your AI Agent's Bugs Are Actually Distributed Systems Failures
AI agents aren't monolithic models—they're distributed systems. Learn why retries, timeouts, partial...
#ai#machine#learning#stop
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Tamiz Uddin1d ago • 7 min read
Sandboxing for the Swarm: Micro-VMs and Orca-Style Orchestration for AI Agent Fleets
Explore how micro-VMs and advanced orchestration patterns solve the security and isolation challenge...
#ai#machine#learning#sandboxing
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Tamiz Uddin3d ago • 8 min read
Beyond the Happy Path: Applying Distributed Systems Principles to Fix AI Agent Retry Loops and Reliability
Learn how idempotency, circuit breakers, exponential backoff, and consensus patterns turn fragile AI...
#ai#machine#learning#beyond
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Tamiz Uddin6d ago • 4 min read
The Bug Lives at the Seam: Why Integration Failures Outpace Logic Errors in the Era of AI-Generated Code
An analysis of the shift from logic errors to integration failures as LLMs automate the 'inner loop'...
#ai#machine#learning#bug
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Tamiz Uddin3d ago • 17 min read
Beyond the Prompt: Building Safe, Local Execution Environments for Agentic Tooling with Rust and smolvm
Learn to build secure, sandboxed execution environments for AI agents using Rust and smolvm — coveri...
#ai#machine#learning#beyond
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Tamiz Uddin2d ago • 4 min read
From Code to Context: How OpenViking's Self-Evolving Memory and 'rea's Reverse Engineering are Redefining the AI Agent Lifecycle
Exploring how OpenViking's self-evolving memory architecture and 'rea's reverse engineering capabili...
#ai#machine#learning#code
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Abhishek Kundagol4d ago • 4 min read
What is Wity? The first System 1.5 model, explained.
Software makes thousands of small decisions a day. Which team owns this ticket? Is this scan a...
#ai#machine#llm#api
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Tamiz Uddin4d ago • 11 min read
Why Your AI Coding Agent Still Can't Replace a Junior Dev: Lessons from Opencode and Orca’s 200k+ Stars
Despite huge GitHub traction, AI coding agents like Opencode and Orca still fall short of junior‑lev...
#ai#machine#learning#coding
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Tamiz Uddin6d ago • 10 min read
Building 24/7 Autonomous Agents: Engineering Constraints and Mercury Patterns
Move beyond hype to build reliable 24/7 autonomous AI agents. Learn about strict engineering constra...
#ai#machine#learning#beyond
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Tamiz UddinOct 16, 2026 • 9 min read
The AI Agent Paradox: Engineering Robust Boundary Controls for Autonomous Coding Assistants
Why smarter AI coding agents require stricter boundary controls. Lessons from proxy scandals, scrape...
#ai#machine#learning#agents
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Tamiz Uddin4d ago • 4 min read
The LLM Agent Retry Bug Isn't an AI Problem—It's a Distributed-Systems Problem
Why LLM agent retries fail due to distributed systems issues like idempotency and state management, ...
#ai#machine#learning#llm
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Tamiz UddinOct 16, 2026 • 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)
Explores how AI‑generated code creates a false sense of speed, shifts learning to the integration la...
#ai#machine#learning#illusion
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Tamiz Uddin4d ago • 8 min read
Beyond the Prompt: Architecting Real-Time DevOps Intelligence with the Model Context Protocol
Discover how the Model Context Protocol (MCP) bridges the gap between static LLM prompts and dynamic...
#ai#machine#learning#beyond
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Tamiz Uddin3d ago • 9 min read
The Post-Lock-in Agent Era: How 'gentle-ai' and 'agentic-awesome-skills' Are Reclaiming Control from Proprietary Coding Agents
Analyze the emerging open-standard movement. Learn how 'gentle-ai' and 'agentic-awesome-skills' prov...
#ai#machine#learning#post
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Tamiz Uddin5d ago • 1 min read
Cloudless AI: The $0/Month Edge-First Generative App Stack
Discover how to build generative AI apps without cloud costs using WebAssembly, TensorFlow.js, and l...
#ai#machine#learning#150
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Tamiz Uddin6d ago • 11 min read
Building AI Agents with Near-Infinite Memory Using AgentRT: A Practical Guide in C
Learn to architect and implement AI agents with persistent, scalable memory using AgentRT in C, over...
#ai#machine#learning#build
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Tamiz Uddin5d ago • 11 min read
The Paradox of AI Productivity: Engineering Resilience in the Age of Autonomous Agents
Discover why free AI tools increase senior engineering value through governance and observability. L...
#ai#machine#learning#paradox
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Tamiz Uddin2d ago • 8 min read
The Idempotency Illusion: Why AI Agents Need Stable Intent Over Generated Hashes
Generated hashes often break idempotency in AI agent workflows. This deep-dive explains why stable i...
#ai#machine#learning#idempotency
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Tamiz UddinOct 17, 2026 • 6 min read
From Memory to Mastery: How 'Beads' Reshapes Context Management for Coding Agents
Explore how the 'Beads' architecture redefines context management for AI coding agents, moving beyon...
#ai#machine#learning#memory
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Tamiz Uddin1d ago • 4 min read
The LLM Gateway Gap: Why Provider-Agnostic Abstractions Are the Next Dev Infrastructure Must-Have
Explore the critical infrastructure gap in LLM integration and why provider-agnostic gateways are be...
#ai#machine#learning#llm
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Tamiz Uddin6d ago • 7 min read
Building a Privacy-First, Zero-Cost AI Proxy for Public Data with Open-Source Tooling
Learn how to architect a privacy-preserving AI gateway using LiteLLM, Nginx, and free-tier cloud res...
#ai#machine#learning#build
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Tamiz Uddin4d ago • 1 min read
The Rise of AI Coding Agents: Managing Multi-Agent Fleets, Security Risks, and the Future of Developer Workflows
Deep dive into The Rise of AI Coding Agents: Managing Multi-Agent Fleets, Security Risks, and the Fu...
#ai#machine#learning#rise
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Tamiz Uddin1d ago • 1 min read
The Idempotency Trap in AI Agents: Why Generated Content Can't Be Your Primary Key
Deep dive into The Idempotency Trap in AI Agents: Why Generated Content Can't Be Your Primary Key.
#ai#machine#learning#idempotency
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Tamiz Uddin5d ago • 1 min read
From Swarms to Singletons: Why 'Local-First' Agents Are the Next Big Shift in Software Engineering
Deep dive into From Swarms to Singletons: Why 'Local-First' Agents Are the Next Big Shift in Softwar...
#ai#machine#learning#swarms
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