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⚡ AI Lessons
Dev.to AI
⚡ AI Lesson
1h ago
Building One Knowledge Graph Across 46 Repositories With Static Analysis (Part 1)
Hi, I'm Ryan , CTO at airCloset. This post is about unifying a production codebase spanning 46 repositories across multiple services into one knowledge graph, u
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
1h ago
Giving Your Agent a Memory — Multi-Turn Conversations with NVIDIA NIM
The agent we built in Part 6 is sharp — it plans, chains tools, and answers genuinely hard questions. It also has the memory of a goldfish. Ask it "when does th
Dev.to AI
⚡ AI Lesson
1h ago
The Hidden Cost of Operational Blind Spots and How AIoT Is Solving It
Every Business Has a Visibility Problem Imagine running a warehouse with thousands of assets moving daily. Forklifts travel between sections, inventory shifts c
Dev.to AI
📰 AI News & Updates
⚡ AI Lesson
1h ago
AI Technology Wins on Coordination: Inside Google's $75M A24 Deal
Originally published at twarx.com - read the full interactive version there. Last Updated: June 22, 2026 Most AI technology workflows are solving the wrong prob
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2h ago
Generative AI Builds Shapes, Not Games: The Constraint Gap and the Architecture That Closes It
I sat down to benchmark a tool and ended up with a map of a wall. Higgsfield shipped a Minecraft "prompt-to-build" feature: type a prompt, get a structure in-wo
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2h ago
Generative AI Explained: What It Is and Why It Matters
By Sailee Shingare | M.S in Computer Science, Northern Illinois University ChatGPT, DALL-E, Copilot — you’ve probably heard the buzz. But what’s actually happen
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2h ago
BizNode's self-healing watchdog auto-restarts crashed services. Zero downtime, zero babysitting needed
The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2h ago
Building an LLM-Powered Chatbot for Business
Business chatbots have moved beyond simple FAQ retrieval. Modern implementations handle multi-turn reasoning, tool orchestration, and long-document analysis. Th
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2h ago
Superconductor review: the cleanest way I've found to run AI agents in parallel
I use Claude Code every single day. At my day job, it's my main agent, and I've talked plenty about how much I love it. But on my side projects, I like to play
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2h ago
Using LLM for Social Media Monitoring and Analysis
What we are building Community managers and product teams need to catch negative sentiment and bugs before they spread. We are building a lightweight social med
Dev.to AI
🛠️ AI Tools & Apps
⚡ AI Lesson
3h ago
Building a Custom GStreamer Plugin for NVIDIA DeepStream
Building a Custom GStreamer Plugin for NVIDIA DeepStream Why this topic matters The topic “Building a Custom GStreamer Plugin for NVIDIA DeepStream” is part of
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
3h ago
Pinning what we couldn't pin: the case for investing in agentic tooling
Last week I attributed a measured performance improvement on a platform I work on to a specific sequence of technical components. That sounds unremarkable until
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
3h ago
Before You Sign With Any AI Vendor, Check These Three Things
TL;DR Before signing with any ai vendor, demand three clauses in writing or walk away from the deal. A named deliverable, a pre-deployment baseline, and an exit
Dev.to AI
🛡️ AI Safety & Ethics
⚡ AI Lesson
3h ago
The Human Side of AI Security: Why Critical Conversations Still Drive Better Decision-Making
Technology moves at an accelerating pace. Artificial intelligence processes medical imaging data faster than any human radiologist could manage alone. Algorithm
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
3h ago
AI Technology's Coordination Gap: Inside Google's $75M A24 Deal
Originally published at twarx.com - read the full interactive version there. Last Updated: June 22, 2026 Most AI technology workflows are solving the wrong prob
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
3h ago
Agents IA et automatisation du travail quotidien — tool-cal
Agents IA et automatisation du travail quotidien — tool-cal Pourquoi ce sujet compte Le sujet « Tool Calling, Explained: How AI Agents Decide What to Do Next »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3h ago
I built a fully local AI assistant at 16 — no cloud, no API keys, runs on your GPU
I'm 16, from Pune, India. For the past couple of years I've been building O-AI — a fully local AI desktop assistant. No cloud. No API keys. No data leaving your
Dev.to AI
⚡ AI Lesson
4h ago
Every handle invocation on BizNode gets a WFID — a universal transaction reference for accountability. Full audit trail,...
The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http
Dev.to AI
🔐 Cybersecurity
⚡ AI Lesson
4h ago
EMA-readiness: a conformance baseline for the Enterprise-Managed Authorization era
On 2026-06-18 the Model Context Protocol's Enterprise-Managed Authorization (EMA) extension went Stable — announced by MCP maintainer Paul Carleton on the MCP b
Dev.to AI
🛡️ AI Safety & Ethics
⚡ AI Lesson
4h ago
Architecting Freedom: A Developer's Guide to Preventing Arbitrary Detention
Listen up. You and I, we build the infrastructure of the future. We lay the digital concrete that societies run on. But when we integrate AI into governance, po
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
4h ago
Tool Calling, Explained: How AI Agents Decide What to Do Next
Tool Calling, Explained: How AI Agents Decide What to Do Next Large language models have transformed how we interact with software, moving us from rigid command
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
5h ago
Best AI Code Review Tools for Catching Breaking Changes 🔥
Hello Devs 👋 Most code review tools are good at finding syntax problems, style issues, and missing test cases. The harder problem is finding changes that look
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
5h ago
How I Made AI Stop Hallucinating on Our 3-Year-Old Fintech Codebase
AI coding tools are not reliable out of the box. Anyone who has used them on a real production project knows this. They work great on greenfield code. They fall
Dev.to AI
🛠️ AI Tools & Apps
⚡ AI Lesson
5h ago
Offline voice dictation on Linux, without the cloud
Offline voice dictation on Linux, without the cloud Voice dictation is incredibly useful, but most people only meet it through cloud services: Google, Apple, Mi
DeepCamp AI