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Articles 136,054Blog Posts 140,448Tech Tutorials 35,269Research Papers 26,178News 19,143
⚡ AI Lessons

Dev.to · Robin
🏗️ Systems Design & Architecture
⚡ AI Lesson
5d ago
Make an Outbox Relay Lease Expire Without Violating Delivery Invariants
Model the duplicate delivery created by an expired relay lease and define the invariants consumers must preserve.

Dev.to · Robin
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
Canary Agentic Autofix With Failure Classes and Reliability Gates
Evaluate GitHub's agentic code-scanning autofix preview without treating patch generation as proof of correctness.

Dev.to · Robin
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Merge Concurrent Agent Patches by Base Commit and Hunk Ownership
A deterministic patch envelope prevents completion order from deciding how multiple coding agents modify one repository.

Dev.to · Robin
🛡️ AI Safety & Ethics
⚡ AI Lesson
1w ago
An AI Science Workbench Needs a Reproducibility Graph, Not Just Chat History
Claude Science's auditable-artifact promise suggests a concrete graph for tracking datasets, code, environments, figures, and reviewer findings.

Dev.to · Robin
🧠 Large Language Models
⚡ AI Lesson
2w ago
Treat Per-Task Model Switching as a Concurrency Protocol
Use generations, compare-and-swap semantics, and idempotent request IDs so late model-switch completions cannot overwrite newer intent.

Dev.to · Robin
⚡ AI Lesson
3w ago
How to Use SQLite in Capacitor Apps
If you are building a Capacitor app that needs to store more than a few key-value pairs, you will hit...

Dev.to · Robin
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Announcing Cordova Support in Capawesome Cloud
Capawesome Cloud now officially supports Apache Cordova. That means out-of-the-box native iOS and...

Dev.to · Robin
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
How to Use AI Agents in Capacitor App Development
AI coding agents are a great match for everyday web development, but they tend to fall apart the...

Dev.to · Robin
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
The Easiest Way to Boost Your Website SEO (Without Paying for Expensive Backlinks)
If you're trying to grow your website, you've probably heard this a thousand times: 👉 “You need...

Dev.to · Robin
⚡ AI Lesson
4mo ago
Your First Komilion API Call in 60 Seconds
Your First Komilion API Call in 60 Seconds By Hossein Shahrokni | March 2026 If you just...

Dev.to · Robin
🧠 Large Language Models
⚡ AI Lesson
5mo ago
LiteLLM vs. Komilion: Two Different Bets on the Same Problem
I have a PR open on LiteLLM right now (PR #21354 — adding Komilion as a supported provider). So I've...

Dev.to · Robin
💻 AI-Assisted Coding
⚡ AI Lesson
5mo ago
I Tested 359 AI Models — Here’s Which Ones Are Actually Worth Paying For
Real benchmark data from February 2026. Which models win at coding, reasoning, writing, and cost.

Dev.to · Robin
🛠️ AI Tools & Apps
⚡ AI Lesson
5mo ago
The Complete Guide to AI API Cost Optimization in 2026
Every strategy for cutting your AI API costs by 70-90%, with real pricing data, working code examples, and a savings calculator.

Dev.to · Robin
🧠 Large Language Models
⚡ AI Lesson
5mo ago
The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)
Five major AI model releases in two weeks. Pricing that varies 10x for similar quality. A literal 15-minute release race between OpenAI and Anthropic. Here's wh
DeepCamp AI