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Why 'Working' Workflows Still Fail: Implementing Liveness Checks for AI, MCP, and Automation
tamizuddin profile

Why 'Working' Workflows Still Fail: Implementing Liveness Checks for AI, MCP, and Automation

#ai #machine #learning #working
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15 min read
Thinking Agentically: The Problems You Didn't Know You Could Solve
firmin profile

Thinking Agentically: The Problems You Didn't Know You Could Solve

#ai #automation #machine #machinelearning
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5 min read
How I Added a Blast Radius Map to My AI Agent—It Caught a Bug Before CI Did
tamizuddin profile

How I Added a Blast Radius Map to My AI Agent—It Caught a Bug Before CI Did

#ai #machine #learning #added
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17 min read
Trust But Verify: Building a 30-Second AI Code Review Gate for Your CI Pipeline
tamizuddin profile

Trust But Verify: Building a 30-Second AI Code Review Gate for Your CI Pipeline

#ai #machine #learning #trust
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20 min read
From Vibe Coding to Production Agents: Designing MCP Toolchains That Don’t Hallucinate, Leak, or Break
tamizuddin profile

From Vibe Coding to Production Agents: Designing MCP Toolchains That Don’t Hallucinate, Leak, or Break

#ai #machine #learning #vibe
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16 min read
Why AI Coding Agents Keep Confidently Hallucinating — and How to Build a Context Layer That Makes Them Reliable
tamizuddin profile

Why AI Coding Agents Keep Confidently Hallucinating — and How to Build a Context Layer That Makes Them Reliable

#ai #machine #learning #coding
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19 min read
The Speed Dilemma: Why AI Coding Agents Are Outpacing Your Test Suites
tamizuddin profile

The Speed Dilemma: Why AI Coding Agents Are Outpacing Your Test Suites

#ai #machine #learning #coding
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13 min read
Your AI Agent Is an Attacker's New API: Prompt Injection, Tool Hijacking, and Securing Local Coding Agents
tamizuddin profile

Your AI Agent Is an Attacker's New API: Prompt Injection, Tool Hijacking, and Securing Local Coding Agents

#ai #machine #learning #agents
1
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14 min read
Triton at the Core: Building Portable LLM Operator Libraries with FlagGems and Benchmarking Against Native CUDA
tamizuddin profile

Triton at the Core: Building Portable LLM Operator Libraries with FlagGems and Benchmarking Against Native CUDA

#ai #machine #learning #triton
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12 min read
AI Wrote 162 Python Packages. Only One Worked. Here's What That Means for Open Source
tamizuddin profile

AI Wrote 162 Python Packages. Only One Worked. Here's What That Means for Open Source

#ai #machine #learning #wrote
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6 min read
Persistent Context: How Memory-Enabled AI Agents Are Reshaping Software Development
tamizuddin profile

Persistent Context: How Memory-Enabled AI Agents Are Reshaping Software Development

#ai #machine #learning #rise
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23 min read
Beyond the Illusion of Vibes: A Systematic Re-evaluation of Local AI Models in Production
tamizuddin profile

Beyond the Illusion of Vibes: A Systematic Re-evaluation of Local AI Models in Production

#ai #machine #learning #beyond
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9 min read
The Ghost in the Machine: Engineering AI Tribute Apps for Abandoned Software
tamizuddin profile

The Ghost in the Machine: Engineering AI Tribute Apps for Abandoned Software

#ai #machine #learning #ghost
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24 min read
Building a Local Agent Menu Bar: Routing Claude, Codex, and Open-Source Models Without Lock-In
tamizuddin profile

Building a Local Agent Menu Bar: Routing Claude, Codex, and Open-Source Models Without Lock-In

#ai #machine #learning #built
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8 min read
Tailwind CSS v4: Architecture, Features, and Performance Upgrades
tamizuddin profile

Tailwind CSS v4: Architecture, Features, and Performance Upgrades

#ai #machine #learning #tailwindcss
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8 min read
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