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Automating development, deployment, and operational tasks.

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Why Recency-Based Context Made My Agent Useless and Hindsight Fixed It

Why Recency-Based Context Made My Agent Useless and Hindsight Fixed It

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4 min read
Build Once, Deploy Many: Artifact Sharing Between Frontend & Backend

Build Once, Deploy Many: Artifact Sharing Between Frontend & Backend

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2 min read
Why 73% of KYB checks fail on the same three data points

Why 73% of KYB checks fail on the same three data points

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3 min read
Here's what I learned after deepfakes triggered 847 false compliance alerts

Here's what I learned after deepfakes triggered 847 false compliance alerts

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4 min read
KYB Refresh Cycles: When & How to Re-Verify Business Information Without Killing Productivity

KYB Refresh Cycles: When & How to Re-Verify Business Information Without Killing Productivity

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4 min read
After benchmarking 40 KYC deployments, here's what actually drives costs

After benchmarking 40 KYC deployments, here's what actually drives costs

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4 min read
IoT Setup in My Home

IoT Setup in My Home

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1 min read
👋 Hi, I’m Tharuka

👋 Hi, I’m Tharuka

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1 min read
Beyond the UI: Mastering Airflow 3 with Bare-Metal Postgres and TaskFlow

Beyond the UI: Mastering Airflow 3 with Bare-Metal Postgres and TaskFlow

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3 min read
DevOps & CI/CD - What Every CS Student Should Know Before Their First Job

DevOps & CI/CD - What Every CS Student Should Know Before Their First Job

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3 min read
AI Can't Fix What It Can't See: How cdk diagnose Enables Autonomous CDK Remediation

AI Can't Fix What It Can't See: How cdk diagnose Enables Autonomous CDK Remediation

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11 min read
Building XvX Systems

Building XvX Systems

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1 min read
I built an AI agent that learns from repeated issues using memory

I built an AI agent that learns from repeated issues using memory

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6 min read
1: The Problems/Errors I Faced While Writing BashScripts And The Solutions also

1: The Problems/Errors I Faced While Writing BashScripts And The Solutions also

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4 min read
MCP vs CLI for Browser Automation: I Benchmarked Both and the Results Surprised Me

MCP vs CLI for Browser Automation: I Benchmarked Both and the Results Surprised Me

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9 min read
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