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The Correct Timestamp Was in the Prompt: An SRE Field Guide to Observing Non-Deterministic LLM Agents
tamizuddin profile

The Correct Timestamp Was in the Prompt: An SRE Field Guide to Observing Non-Deterministic LLM Agents

#ai #machine #learning #correct
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12 min read
From Prompt Engineering to Deterministic Engineering: Why AI Agents Need Client-Side Functions, Not More Prompts
tamizuddin profile

From Prompt Engineering to Deterministic Engineering: Why AI Agents Need Client-Side Functions, Not More Prompts

#ai #machine #learning #prompt
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14 min read
Your AI Agent Forgot the Timestamp: Persistent Memory, Security Audits, and Low-Risk Auto-Approvals
tamizuddin profile

Your AI Agent Forgot the Timestamp: Persistent Memory, Security Audits, and Low-Risk Auto-Approvals

#ai #machine #learning #agents
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17 min read
Can We Trust AI Agents with Our Code? Lessons from Logging Every Rule They Broke
tamizuddin profile

Can We Trust AI Agents with Our Code? Lessons from Logging Every Rule They Broke

#ai #machine #learning #can
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17 min read
Your AI Agent Writes Code. Is Anything Actually Reviewing It?
tamizuddin profile

Your AI Agent Writes Code. Is Anything Actually Reviewing It?

#ai #machine #learning #agents
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8 min read
Containing the Autonomous Mind: Sub-Second Sandboxing and Risk-Aware Review for AI Coding Agents
tamizuddin profile

Containing the Autonomous Mind: Sub-Second Sandboxing and Risk-Aware Review for AI Coding Agents

#ai #machine #learning #containing
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17 min read
Why AI Agents Break Rules: A Deep Dive into Agent Failure Modes and Engineering Guardrails
tamizuddin profile

Why AI Agents Break Rules: A Deep Dive into Agent Failure Modes and Engineering Guardrails

#ai #machine #learning #agents
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8 min read
AI Agents Are Shipping Code While You Sleep: A Developer's Field Guide to Sandboxing, Reviewing, and Auto-Approving Autonomous Code
tamizuddin profile

AI Agents Are Shipping Code While You Sleep: A Developer's Field Guide to Sandboxing, Reviewing, and Auto-Approving Autonomous Code

#ai #machine #learning #agents
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12 min read
Beyond AI Code Review: Building Risk-Aware, Sandboxed Pipelines for Autonomous Coding Agents
tamizuddin profile

Beyond AI Code Review: Building Risk-Aware, Sandboxed Pipelines for Autonomous Coding Agents

#ai #machine #learning #beyond
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17 min read
Is This Code Yours? Auditing and Trusting Open-Source Dependencies in a Glue-Heavy Stack
tamizuddin profile

Is This Code Yours? Auditing and Trusting Open-Source Dependencies in a Glue-Heavy Stack

#ai #machine #learning #is
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17 min read
The Missing Layer in AI Coding Agents: Building Context Harnesses That Prevent Silent Failures
tamizuddin profile

The Missing Layer in AI Coding Agents: Building Context Harnesses That Prevent Silent Failures

#ai #machine #learning #missing
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17 min read
Taming AI Coding Agents: Why Markdown Instructions Fail and Deterministic Scripts Win
tamizuddin profile

Taming AI Coding Agents: Why Markdown Instructions Fail and Deterministic Scripts Win

#ai #machine #learning #taming
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11 min read
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
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
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
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