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The Retrieval Checklist I Wish I'd Had Before Shipping RAG
Featured Dev.to

The Retrieval Checklist I Wish I'd Had Before Shipping RAG

The first time my RAG system gave a confidently wrong answer, I did what everyone does: I blamed the...

3 weeks ago Read Article
Building a Verified AI Tutor: How I Built UniUI with 50+ Academic Engines and Socratic Reasoning
Dev.to Tech Startups
Building a Verified AI Tutor: How I Built UniUI with 50+ Aca...

TL;DR: I built an AI tutor that doesn't guess. It verifies. Here is how I built it with 50+ academic...

3 weeks ago Read
I Tried to Prompt-Inject My Own Agent Engine. It Didn't Work. Here's Why.
Dev.to Cybersecurity
I Tried to Prompt-Inject My Own Agent Engine. It Didn't Work...

This is article 5 in a series about building PlannerCritic, an open-source engine where one LLM...

3 weeks ago Read
AI promoted every developer to reviewer. Nobody tested the reviewer.
Dev.to AI & Machine Learning
AI promoted every developer to reviewer. Nobody tested the r...

I wanted to disagree with 'AI made me a worse reviewer' from Michael Amachree (@dev_michael) ....

3 weeks ago Read
comiCSS #255: Yellow
Dev.to Web Development
comiCSS #255: Yellow

comiCSS cartoon for August 24, 2026

3 weeks ago Read
Taming Kubernetes Cost Sprawl: A FinOps Blueprint for Executives
Dev.to Cloud Computing
Taming Kubernetes Cost Sprawl: A FinOps Blueprint for Execut...

A practical FinOps framework to gain cost visibility, automate optimization, and build cost accounta...

3 weeks ago Read
Building DrScore: A Practical Way to Measure Disaster Recovery Readiness
Dev.to Cloud Computing
Building DrScore: A Practical Way to Measure Disaster Recove...

GitHub Repo The checkbox that wasn't real A few months ago, I sat in a meeting where someone...

3 weeks ago Read
The data is in: AI is how developers learn now
Dev.to AI & Machine Learning
The data is in: AI is how developers learn now

AI is now the most common way that new developers learn. We all knew AI was having an impact on...

3 weeks ago Read
The Model Scored 30%. The Harness Scored 100%. Which One Did You Benchmark?
Dev.to AI & Machine Learning
The Model Scored 30%. The Harness Scored 100%. Which One Did...

Four harnesses took the same public ARC-AGI-3 set from 13% to 100% without touching a single weight....

3 weeks ago Read
The Perimeter Moved to the Laptop: From Network, to Identity, to the Developer Endpoint
Dev.to Cloud Computing
The Perimeter Moved to the Laptop: From Network, to Identity...

👉 TL;DR: The perimeter has moved before. It went from the network to identity, the shift everyone.....

3 weeks ago Read
Your Agent Doesn't Have a Reasoning Problem, It Has a Memory Problem
Dev.to Programming & Development
Your Agent Doesn't Have a Reasoning Problem, It Has a Memory...

*Part 2 of "Multi-Agent Systems in Production: What They Don't Tell You", a four-part series...

3 weeks ago Read
DeviceCheck and App Attest: Stopping Fraud in iOS Apps
Dev.to Cybersecurity
DeviceCheck and App Attest: Stopping Fraud in iOS Apps

Your API has no idea what is calling it. A request arriving at POST /api/redeem looks identical...

3 weeks ago Read
GitHub Trending

kygo8/open-diff: Open Diff: open-source Beyond Compare alternativ...

⭐ 195 stars • TypeScript • Open Diff: open-source Beyo...

jamsch/expo-speech-recognition: Speech Recognition for React Nati...

⭐ 679 stars • TypeScript • Speech Recognition for Reac...

openclaw/acpx: Headless CLI client for stateful Agent Client Prot...

⭐ 3254 stars • TypeScript • Headless CLI client for st...

assistant-ui/assistant-ui: Typescript/React Library for AI Chat...

⭐ 12159 stars • TypeScript • Typescript/React Library...

kubernetes-sigs/kwok: Kubernetes WithOut Kubelet - Simulates tho...

⭐ 3185 stars • Go • Kubernetes WithOut Kubelet - Simu...

HaichaoLihc/create-photo-flipbook-ui: Codex skill for building re...

⭐ 296 stars • JavaScript • Codex skill for building re...

pact-foundation/pact-go: Golang version of Pact. Pact is a contra...

⭐ 955 stars • Go • Golang version of Pact. Pact is a c...

DemonDamon/AgenticX: AgenticX is a unified, production-ready mult...

⭐ 231 stars • Python • AgenticX is a unified, producti...

pact-foundation/pact-python: Python version of Pact. Enables cons...

⭐ 683 stars • Python • Python version of Pact. Enables...

TripoGrowthLab/awesome-astra-prompts: 200+ Curated GPT-6 Astra pr...

⭐ 240 stars • JavaScript • 200+ Curated GPT-6 Astra pr...

nkzw-tech/fate: fate is a modern data client for React.

⭐ 1091 stars • TypeScript • fate is a modern data clie...

DefinitelyTyped/DefinitelyTyped: The repository for high quality...

⭐ 51442 stars • TypeScript • The repository for high q...

ruvnet/agentic-flow: Easily switch between alternative low-cost A...

⭐ 808 stars • TypeScript • Easily switch between alter...

rongxinzy/RongxinAI: An all-in-one local AI Agent workspace with...

⭐ 152 stars • TypeScript • An all-in-one local AI Agen...

noworneverev/leetcode-api: LeetCode API - LeetCode questions sort...

⭐ 110 stars • Python • LeetCode API - LeetCode questio...

gdstudio-org/Embeat: Content-based music recommendation system, t...

⭐ 276 stars • Python • Content-based music recommendat...

trufflesecurity/trufflehog: Find, verify, and analyze leaked cred...

⭐ 27936 stars • Go • Find, verify, and analyze leaked...

bikini/exploitarium: A single archive of public exploit PoCs and...

⭐ 5114 stars • Python • A single archive of public exp...

OWASP/Nest: Your gateway to OWASP. Discover, engage, and help sha...

⭐ 451 stars • Python • Your gateway to OWASP. Discover...

Nhqvu2005/Bot-Auto-Commit: Bot Auto Commit is a simple Python scr...

⭐ 283 stars • Python • Bot Auto Commit is a simple Pyt...
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