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Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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Stop Passing Files Between Agents With Local Paths

Stop Passing Files Between Agents With Local Paths

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7 min read
Implementing a Self-Healing Distributed System with Python

Implementing a Self-Healing Distributed System with Python

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4 min read
How to Create a Pull Request from the Terminal Using GitHub CLI

How to Create a Pull Request from the Terminal Using GitHub CLI

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3 min read
Deploy Your Own AI Agent in 5 Minutes — No Kubernetes, No YAML, No Tears

Deploy Your Own AI Agent in 5 Minutes — No Kubernetes, No YAML, No Tears

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4 min read
Running Artisan Commands Across Tenants: A Guide to tenants:run (stancl/tenancy)

Running Artisan Commands Across Tenants: A Guide to tenants:run (stancl/tenancy)

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4 min read
Arc Tideline: ephemeral GitHub Actions runners powered by Karpenter

Arc Tideline: ephemeral GitHub Actions runners powered by Karpenter

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9 min read
LLM Evaluation in Production: Building the Eval Pipeline That Runs on Every Deploy

LLM Evaluation in Production: Building the Eval Pipeline That Runs on Every Deploy

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3 min read
The boring pre-launch security check AI-built apps should run

The boring pre-launch security check AI-built apps should run

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2 min read
8 Python Patterns a DevOps Engineer Actually Needs for ML

8 Python Patterns a DevOps Engineer Actually Needs for ML

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6 min read
5 Automation Mistakes That Cost Me Weeks (And How to Avoid Them)

5 Automation Mistakes That Cost Me Weeks (And How to Avoid Them)

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4 min read
Microsoft FastContext: a Repo-Explorer Subagent Cuts Coding-Agent Tokens 60%: Explorer-Subagent Context Offloading

Microsoft FastContext: a Repo-Explorer Subagent Cuts Coding-Agent Tokens 60%: Explorer-Subagent Context Offloading

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7 min read
Understanding Audit Logs: Implementing a Read-Only Trace of System Changes

Understanding Audit Logs: Implementing a Read-Only Trace of System Changes

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3 min read
How I Built and Secured a Self-Hosted Stack

How I Built and Secured a Self-Hosted Stack

5
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5 min read
Prompt Engineering Patterns for SRE Playbooks and Postmortems

Prompt Engineering Patterns for SRE Playbooks and Postmortems

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11 min read
Agent Session Memory Isn't a Feature. It's Your Control Plane.

Agent Session Memory Isn't a Feature. It's Your Control Plane.

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6 min read
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