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Neeraj Kumar Singh Beshane16h ago • 5 min read
The Web Page Couldn't Reach Localhost. Your Agent Carried It There.
You already do the hard part of this. You authenticate your production APIs. You treat anything from...
#aisecurity#agenticai#mcp#securityengineering
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Ian Johnson4d ago • 11 min read
Sensors: The Other Half of the Harness
The pre-commit hook caught a migration last Tuesday that would have shipped to staging green and...
#agenticai#softwareengineering#harnessengineering
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Ian Johnson6d ago • 8 min read
The Harness Is Also Onboarding
A new engineer joins the team. Their first question (even if they don’t know it): Where should I rea...
#knowledgesharing#agenticai#harnessengineering#employeeonboarding
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Alessandro Pignati2d ago • 3 min read
🚨 One Click, No Typing: How SearchLeak Weaponized Microsoft 365 Copilot
Imagine this: You receive a link to a document on a trusted microsoft.com domain. You click it, the....
#ai#cybersecurity#machinelearning#agenticai
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Ian Johnson5d ago • 16 min read
The Accidental Framework
The thing I built was a Go binary that copied markdown files into a repository. I called it an...
#softwareengineering#harnessengineering#agenticai#agentharness
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Fernando Azevedo1d ago • 11 min read
AWS FinOps Agent: Architecture, Mechanisms, and Production Trade-offs
Deep technical analysis of AWS FinOps Agent in preview: how the agent works internally, its failure ...
#financialsystems#finops#awsbedrock#agenticai
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Fernando Azevedo1d ago • 11 min read
AWS Transform at 1 Year: Agentic Legacy Modernization in Production
In-depth technical review of AWS Transform after one year: agentic capabilities, real limitations, g...
#solutionarchitecture#awstransform#modernization#agenticai
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Goutham Nishkal Deepu EDA1d ago • 5 min read
Stop Building MCP Wrappers — Build Domain-Specific Tools Instead
A few weeks ago, Pinterest engineering published numbers from their production MCP deployment:...
#ai#mcp#python#agenticai
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Fernando Azevedo1d ago • 9 min read
Agentic RAG with OpenSearch Serverless: Anatomy of a Pattern
In-depth technical analysis of the agentic RAG pattern with Amazon OpenSearch Serverless: anatomy, t...
#dataplatforms#opensearch#rag#agenticai
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Peremptory6d ago • 3 min read
OpenAI Bought the Tools Python Developers Actually Trust
OpenAI acquired Astral, maker of uv, Ruff, and ty, the Python tooling millions of developers rely on...
#openai#developertools#codingmodels#agenticai
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Aamer Mihaysi1d ago • 2 min read
Beyond the Hype: Testing Gemma-4-12B Agentic GGUFs in the Wild
Beyond the Hype: Testing Gemma-4-12B Agentic GGUFs in the Wild There is a lot of noise...
#ai#llm#opensource#agenticai
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Anuran Roy1d ago • 6 min read
The Multi-Agent Memory Problem: Why Retrieval-Time Inference Breaks Down at Scale
Published by the Alchemyst AI engineering team. We built Alchemyst AI, the context layer described i...
#ai#agenticai#programming#contextengineering
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Andrew2d ago • 10 min read
OpenMontage Review: Open-Source Agentic Video Production
Originally published on andrew.ooo — visit the original for any updates, code snippets that aged...
#openmontage#aivideo#videoproduction#agenticai
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Fernando Azevedo1d ago • 11 min read
Web Search on Bedrock AgentCore: An In-Depth Technical Review
Technical review of Web Search on Amazon Bedrock AgentCore: what it is, where it shines, where it hu...
#aiagents#bedrock#agentcore#agenticai
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![Generative AI vs Agentic AI vs AI Agents [2026 Compared]](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F72d3ov3pku4qz8dhjzcy.png)
Kunal6d ago • 16 min read
Generative AI vs Agentic AI vs AI Agents [2026 Compared]
Everyone's told to 'go agentic' in 2026, but nobody agrees on what that means. Here's the concrete a...
#agenticai#aiagents#generativeai#llm
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Rikin Patel14h ago • 8 min read
Privacy-Preserving Active Learning for smart agriculture microgrid orchestration with ethical auditability baked in
It started with a question that kept me awake at 3 AM: *How do we train AI to optimize energy flows ...
#ai#automation#quantumcomputing#agenticai
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Rikin Patel2d ago • 9 min read
Privacy-Preserving Active Learning for planetary geology survey missions with ethical auditability baked in
It was 3 AM, and I was staring at a simulation of Martian regolith data, trying to figure out why ou...
#ai#automation#quantumcomputing#agenticai
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Alister Baroi5d ago • 1 min read
Introducing Tigera Lynx
Today we're announcing the general availability of Tigera Lynx, a unified control plane for...
#aisecurity#agenticai#kubernetes#security
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MeghRoop6d ago • 13 min read
Agentic AI Workflows 2026: Orchestrating Creativity for Indian...
After building 50+ AI systems, here is what we know about Agentic AI Workflows. Agentic AI Workflow...
#agenticai#aiworkflows#creativeai#productionorchestration
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MeghRoop3d ago • 16 min read
Agentic AI Workflows 2026: The Future of Creative Automation
After building 50+ AI systems, here is what we know about agentic AI workflows and their...
#aiengineering#agenticai#creativecloud#automation
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![Context Engineering for AI Agents: 4 Pillars That Replace Prompt Engineering [2026]](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F8x7npwnf7107tnuz1953.png)
Kunal4d ago • 12 min read
Context Engineering for AI Agents: 4 Pillars That Replace Prompt Engineering [2026]
Context engineering — the systematic management of what an AI agent knows, remembers, and can access...
#contextengineering#aiagents#promptengineering#agenticai
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![Loop Engineering: Stop Prompting, Start Building Agent Loops [2026]](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6zwywu1qgh4ney84wbsg.png)
Kunal2d ago • 15 min read
Loop Engineering: Stop Prompting, Start Building Agent Loops [2026]
95% of developers use Claude Code like a chatbot. Loop engineering — skills, subagents, hooks, and C...
#claudecode#agenticai#loopengineering#developerproductivity
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![NotebookLM Agentic AI Upgrade: What It Does [2026]](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flvmcqb98iipq4a4crtxp.png)
Kunal5d ago • 11 min read
NotebookLM Agentic AI Upgrade: What It Does [2026]
Google's NotebookLM evolved from a document Q&A tool into a multi-modal agentic platform — here's wh...
#notebooklm#googleai#agenticai#codingagent
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ZyVOP2d ago • 14 min read
The Loop, Not the Model: Inside the Architecture Behind Every AI Agent
AI agents are often explained through the models that power them, but the real engineering story liv...
#aiagents#agenticai#llmarchitecture#toolcalling
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