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Cross-Modal Knowledge Distillation for heritage language revitalization programs during mission-critical recovery windows

Cross-Modal Knowledge Distillation for heritage language revitalization programs during mission-critical recovery windows It started with a dying la…

aiautomationquantumcomputingagenticai
Dev.to Aug 28, 2026, 05:09 UTC
EN

Skills Sprawl: When Too Much of a Good Thing Confuses Your AI Agent

Introduction In this post, we’re going to look at the problem of Skills Sprawl . What happens if you have too many skills? We’ll understand LLM deci…

agentskillsprogressivedisclosuregoogleantigravityagenticai
Dev.to Aug 17, 2026, 10:13 UTC
EN

The AI Engineer's Reading List for 2026 (10 Books That Matter)

Disclosure: This post includes affiliate links; I may receive compensation if you purchase products or services from the different links provided in…

booksagenticaiaillm
Dev.to Aug 16, 2026, 08:24 UTC
EN

LangGraph API Failure

We've all been there - you've built an agentic AI system using LangGraph and MCP, and it's been humming along just fine, until one day, a third-part…

langgraphmcpagenticaipython
Dev.to Aug 16, 2026, 03:39 UTC
EN

Cascading Failures in Multi-Agent Systems

I still remember the day our support bot, powered by a LangGraph agent workflow, started behaving erratically. Customers would ask for help with the…

langgraphmcpagenticaipython
Dev.to Aug 14, 2026, 04:42 UTC
EN

Explainable Causal Reinforcement Learning for wildfire evacuation logistics networks with inverse simulation verification

Explainable Causal Reinforcement Learning for wildfire evacuation logistics networks with inverse simulation verification The Spark: A Learning Jour…

aiautomationquantumcomputingagenticai
Dev.to Aug 11, 2026, 10:04 UTC
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Day 29/30: Deploying LangGraph + MCP

So you've finally gotten your LangGraph + MCP agent working on your local machine - it's responding to queries, adapting to new information, and gen…

langgraphmcpagenticaipython
Dev.to Aug 8, 2026, 04:05 UTC
EN

A Threat Actor Used DeepSeek to Orchestrate 460 Attacks via Telegram

A threat actor based in Zhuhai wired DeepSeek into an open-source agent framework called Hermes, then piloted the whole setup via Telegram to attack…

securitychineseaiaiagentsagenticai
Dev.to Aug 3, 2026, 08:19 UTC
EN

Day 24/30: MCP Primitives Explained

I recently spent a frustrating afternoon debugging a LangGraph-based agentic AI system that was supposed to book flights for users. The system would…

mcpagenticailanggraphpython
Dev.to Aug 3, 2026, 06:10 UTC
EN

Day 23/30: Expose Tools with MCP

I still remember the frustration when our team's support bot, powered by LangGraph and MCP, couldn't retain context between user interactions. It wa…

mcpagenticaipythonai
Dev.to Aug 2, 2026, 05:47 UTC
EN

Portable Agent Governance at Solo-Developer Scale: A Four-Domain Case Study

Portable Agent Governance at Solo-Developer Scale: A Four-Domain Case Study Summary This is about a file-based execution protocol, maintained by han…

aiagenticaillmshowdev
Dev.to Aug 2, 2026, 04:34 UTC
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Physics-Augmented Diffusion Modeling for satellite anomaly response operations with embodied agent feedback loops

Physics-Augmented Diffusion Modeling for satellite anomaly response operations with embodied agent feedback loops Introduction: A Personal Discovery…

aiautomationquantumcomputingagenticai
Dev.to Jul 28, 2026, 22:06 UTC
EN

Day 16/30: Supervisor Pattern

I recently spent hours debugging a support bot that was supposed to handle customer inquiries about orders, shipments, and returns. The bot was buil…

langgraphmcpagenticaipython
Dev.to Jul 26, 2026, 05:51 UTC
EN

Beyond AI Agents: Building Persistent, Embodied and Evaluatable Artificial Minds on AWS

A foundation model is not a mind. A model invocation is not an individual. A session is not a biography. A first-person response is not evidence of…

awsaiarchitectureagenticai
Dev.to Jul 25, 2026, 18:28 UTC
EN

Day 14/30: Debugging LangGraph Loops

You've just deployed a new support bot built with LangGraph, and it was working great for the first few hours. But then, out of nowhere, it started…

langgraphagenticaipython
Dev.to Jul 24, 2026, 05:41 UTC
EN

Day 12/30: Streaming Agent Reasoning

I recently spent hours debugging a support bot built with LangGraph and MCP, only to realize that the issue wasn't with the agent's reasoning itself…

langgraphmcpagenticaipython
Dev.to Jul 22, 2026, 05:40 UTC
EN

Probabilistic Graph Neural Inference for circular manufacturing supply chains during mission-critical recovery windows

Probabilistic Graph Neural Inference for circular manufacturing supply chains during mission-critical recovery windows Introduction: A Personal Lear…

aiautomationquantumcomputingagenticai
Dev.to Jul 21, 2026, 22:05 UTC
EN

Day 9/30: Human-in-the-loop Agents

I recently spent hours debugging a support bot built with LangGraph and MCP, only to realize that the issue wasn't with the code itself, but with th…

langgraphmcpagenticaipython
Dev.to Jul 19, 2026, 05:42 UTC
EN

Physics-Augmented Diffusion Modeling for planetary geology survey missions across multilingual stakeholder groups

Physics-Augmented Diffusion Modeling for planetary geology survey missions across multilingual stakeholder groups Introduction: My Learning Journey…

aiautomationquantumcomputingagenticai
Dev.to Jul 16, 2026, 22:06 UTC
EN

Day 5/30: State vs Memory in LangGraph

I recently spent a frustrating afternoon debugging a support bot built with LangGraph, watching it consistently forget the context of the conversati…

langgraphmcpagenticaipython
Dev.to Jul 15, 2026, 05:22 UTC
EN

Day 4/30: Persistent StateGraph

I still remember the frustration of watching my first LangGraph agent fail miserably after just two turns. I had built a simple support bot designed…

langgraphagenticaipython
Dev.to Jul 14, 2026, 05:21 UTC
EN

Day 1/30: ReAct Pattern Explained

Day 1/30: ReAct Pattern Explained I was recently tasked with building a support bot that could handle customer inquiries about our company's product…

agenticailanggraphmcppython
Dev.to Jul 12, 2026, 08:25 UTC
EN

# Reflection – Week 2

" Shifting from Prompt Engineering to Infrastructure Orchestration " Week 2 was a mix of excitement, curiosity, and a little bit of frustration. I l…

dmibypravinmishraagenticaidevopsclaude
Dev.to Jul 10, 2026, 09:23 UTC
EN

The Paintbrush Paradox: Why the Monolithic Era of AI Is Crumbling

Over the past week, two narratives have been colliding everywhere I look. On one side, there's panic. AI is expected to replace marketers, engineers…

aiarchitecturecontextwindowsaiorchestrationagenticai
Dev.to Jul 9, 2026, 21:00 UTC
EN

One agent, many skills: structuring a production AI assistant

We didn't give our AI agent one big brain. We gave it skills. We built a conversational AI inside an enterprise SaaS platform, where users get work…

agenticainodeaiengineeringarchitecture
Dev.to Jul 8, 2026, 05:15 UTC
EN

Your AI Can Do More Than Talk — Here's How to Make It Actually Work for You

You asked your AI to help you plan a trip. It gave you a paragraph about packing layers and booking early. You needed a checklist, a hotel shortlist…

agenticaiaiagentspromptengineeringai
Dev.to Jul 8, 2026, 00:17 UTC
EN

AI Agent Deleted Startup Database in 9 Seconds: The PocketOS Incident

On April 25, 2026, a Cursor coding agent powered by Claude Opus 4.6 deleted PocketOS's entire production database and all volume-level backups in a…

agentspocketoscursoragenticaicursorclaude
Dev.to Jul 4, 2026, 19:16 UTC
EN

Google ADK 2.0 Is Stable — Why That Makes the OpenAI Split Matter More

Google ADK 2.0 Is Stable — Why That Makes the OpenAI Split Matter More Last week, Google shipped Agent Development Kit (ADK) 2.0.0 stable, and the s…

pythonagenticaiframeworksgooglecloud
Dev.to Jul 4, 2026, 08:45 UTC
EN

Uber Burned Its 2026 AI Budget by April — The Agentic Cost Crisis

Uber's AI team ran out of budget in April. Their fiscal year started in January. That sentence appeared on Hacker News and hit the front page in und…

agentsagenticaimultimodelroutingaitoken
Dev.to Jul 4, 2026, 07:15 UTC
EN

Sparse Federated Representation Learning for bio-inspired soft robotics maintenance under real-time policy constraints

Sparse Federated Representation Learning for bio-inspired soft robotics maintenance under real-time policy constraints A Personal Journey into the I…

aiautomationquantumcomputingagenticai
Dev.to Jul 3, 2026, 22:08 UTC

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