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Technical articles from Dev.to, Medium, and local essays

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Dev.to

Beyond finding: Remediating CVE-2025-55182 across hundreds of repositories with Ona Automations

Finding vulnerable code is only half the battle. When a critical CVE drops, engineering teams face a...

aiprogrammingproductivity
5 min 7 2
Dev.to

Securing Agentic AI: authorization patterns for autonomous systems

Why traditional access control fails for AI agents, and how relationship-based authorization provides...

openfgasecurityagents
11 min 7 1
Dev.to

Context Engineering: The critical Infrastructure challenge in production LLM systems

The $10M question nobody's asking While the industry obsesses over model parameters and...

aisoftwareprogramming
7 min 5 2
Dev.to

AWS S3 Vectors at scale: Real performance numbers at 10 million Vectors

Introduction AWS S3 Vectors promises "billions of vectors with sub-second queries" and up...

databasemachinelearningperformance
7 min 1 0
Dev.to

Why agent orchestration is harder than kubernetes - Lessons while building Agentflow

TL;DR: While building AgentFlow, an open source orchestration engine for AI agents, I discovered...

aiarchitecturekubernetes
15 min 7 0
Dev.to

Serverless economics: why Cloud Run crushes App Runner (until it doesn’t)

This analysis is based on official pricing documentation and straightforward cost calculations. ...

serverlessgooglecloudaws
4 min 5 0
Medium

Attention by subtraction

attentionfocusdeep-work
1 min
Dev.to

How to make AI code edits more accurate

A technical examination of production-grade LSP-MCP integration After spending months analyzing AI...

aillmmcp
5 min 5 4
Medium

The work finds you back

careersgrowthtechnology
1 min
Dev.to

An easy way to stop Claude code from forgetting the rules

You spend time setting up Claude Code with specific instructions in your CLAUDE.md file. Maybe you...

claudeaiproductivity
5 min 17 0
Dev.to

Claude code is costly - unless you do this

Claude Code is a powerful AI development tool, but it comes with a rate limit if you're on the Pro...

claudecodeai
4 min 12 1
Dev.to

Extending Claude's Brain: How MCP makes AI actually useful for developers

Model Context Protocol (MCP) is a protocol created by Anthropic designed to enable AI models to...

aimcpsoftwaredevelopment
4 min 7 0
Dev.to

How docs AI search works: Mintlify-Style with OpenAI Agents SDK

Documentation remains a critical resource for developers, serving as the definitive guide and...

llmragai
3 min 11 0
Medium

Surviving tech bureaucracy: How genuine competence cuts through buzzwords

engineeringcareer-advicecareers
1 min
Dev.to

Isolating AI Agents with DevContainer: A secure and scalable approach

AI coding agents like Cline and RooCode are powerful but unpredictable. A simple misconfiguration...

programmingdevcontainerai
3 min 9 1
Dev.to

Tackling Cold Starts in AWS Lambda: A Deep Dive with LLRT

AWS Lambda is the go-to serverless computing service for developers who love event-driven...

awsprogrammingserverless
4 min 8 5
Medium

Engineering with intent: A mental checklist for clear thinking

1 min
Dev.to

How we slashed CI build time using Go’s cache

Our CI pipeline’s integration tests were running sluggishly. The primary bottleneck wasn't the tests...

cicdgocaching
3 min 13 3
Dev.to

Binary embedding: shrink vector storage by 95%

Introduction When working with large RAG (Retrieval-Augmented Generation) systems, getting...

llmvectordatabaserag
4 min 6 0
Medium

GenZ: the worst creatures of humankind?

gen-zlifestylelife-lessons
1 min
Dev.to

Querying S3 logs in a flash with DuckDB 🦆

Amazon S3 server access logs are a treasure trove of valuable information, detailing requests made to...

awsdevopsduckdb
4 min 5 0
Dev.to

Submission for the DevCycle Feature Flag Challenge: AI Feature Flag Suggestions 🧠

This is a submission for the DevCycle Feature Flag Challenge: Feature Flag Funhouse What I...

devchallengedevcyclechallengewebdev
2 min 19 3
Dev.to

Turbocharging AWS Lambda: How to eliminate cold starts forever

Imagine rushing to grab your morning coffee, only to find the barista needs to boot up the espresso...

awslambdadevops
3 min 5 0
Dev.to

2x Faster, 40% less RAM: The Cloud Run stdout logging hack

Sometimes, the simplest solutions yield the most dramatic improvements. In a recent private project,...

cloudgooglecloudperformance
5 min 6 0
Dev.to

Deep dive: optimizing self-hosted GitHub Actions Runners on AWS and GCP for cost efficiency

Running self-hosted GitHub Actions runners on the cloud provides great control, but the costs can...

githubgithubactionsaws
3 min 10 0
Dev.to

Building smarter Docker Images for your development environments with Pants 🚀

When you think about Docker, what comes to mind? Is it containerized apps for production? Maybe...

developerproductivitydockerpants
4 min 12 0
Dev.to

Critical changes coming to GitHub Actions: Ubuntu 24 migration guide

The looming change On November 5, 2024, GitHub announced a significant change that will...

githubactionsmigrationcicd
5 min 10 0
Dev.to

Solving AWS ECS connect timeouts: configure default settings easily

If you've ever scratched your head over unexpected timeouts in your AWS ECS Service Connect...

awsecsperformance
3 min 3 0
Dev.to

When k6 eats up your RAM: Slashing memory usage in load tests

tl;dr; High memory consumption during k6 load tests is often a result of high cardinality...

k6testingperformance
5 min 8 0
Dev.to

Optimizing database performance by migrating Images to GCS

tl;dr; Migrating image data from Cloud SQL to GCS significantly improved database...

googlecloudarchitectureperformance
5 min 7 0
Dev.to

Exploring parallelism in Large Language Models (LLMs)

Introduction Large Language Models (LLMs) have revolutionized natural language processing...

llmparallelismcomputerscience
5 min 15 0
Dev.to

Cost-effective Netlify deployments for large teams using GitHub Actions

Netlify is a powerful platform for deploying web applications, offering seamless integration with Git...

githubactionsnetlifyproductivity
5 min 5 0
Dev.to

Accelerating CI Pipelines with Docker Buildx and BuildKit Caching

Introduction Efficient CI pipelines are critical to smooth development workflows, and...

githubactionsdockerdevops
5 min 11 0
Dev.to

Daily screenshot management w/ Crontab on MacOS

In this blog post, we'll explore how to efficiently manage your screenshots on MacOS using crontab...

automationcrontab
2 min 7 0
Dev.to

Efficient processing of Gzip-compressed files in Google Cloud Storage

In today's data-driven world, efficiently handling large, compressed files stored in cloud...

googlecloudgzipprogramming
3 min 9 1
Medium

Art of Building Lifelong Friendships

warren-buffettfriendsfriendship
1 min
Medium

A Must-See for Engineers: When to Write a Technical Article and Tips for Keeping the Message Going

engineeringcareer-developmentgrowth
1 min
Medium

Stepping up from a Fledgling Engineer

thinkingengineeringgrowth-mindset
1 min
Medium

Story of my college life

college-lifecollegetier-3-college
1 min
Medium

From Intern to Impact: A Year of Growth at Gitpod

software-engineeringgitpodone-year-anniversary
1 min