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⚡ AI Lessons
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
12h ago
Edge AI, Multimodal Systems, and the New Carbon Budget of Software
Why the next big software architecture decision is no longer just cloud versus local, but latency versus privacy versus sustainability —… Continue reading on Me
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
15h ago
How I Built an AI Meeting Assistant That Turns Conversations Into Actions
A few months ago, I started working on a side project to solve a problem that kept bothering me. Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Stop Picking LLMs by Solo Benchmarks — Multi-Agent Coordination Is a Different Game
13 frontier models, averaging 6% on coordination — why solo rankings tell you nothing about how agents work as a team. Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Creating a More Reliable AI Operating Environment: Addressing State Loss, Repeated Updates, and…
What I learnt whilst making a Telegram-based information system more secure following the search process Continue reading on Become Better »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Gartner Just Predicted 40% of AI Agent Projects Will Die. Here’s Why.
And the architectural pattern that separates the survivors from the casualties. Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Reverse-engineering Telegram’s SpamBot: the 6 signals it reads
Telegram’s SpamBot is not a single bot — it’s several layers of defense. Part is publicly documented, part is inferred through observation. Continue reading on
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
AI Agents Explained: From Basic Chat to Fully Autonomous (Build Your Own in 20 Minutes)
The complete guide to understanding the AI agent spectrum + how to build your own Telegram bot with Claude Code, no coding required. Continue reading on Towards
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
The Fastest Way to Use Tigzig.com? Don’t Click. Point Your Claude / AI Agent at It.
The fastest way to use tigzig.com? Don’t click. Point your Claude / AI agent at it. It can pull tigzig’s backend data, analyze it, PDF it… Continue reading on M
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Best AI Agent SaaS Tech Stack in 2026
The agent is now a normal layer of the SaaS stack, not a research demo. Here is the 2026 stack, layer by layer, with the dated evidence… Continue reading on Art
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Adversarial Design Critique: How to Get AI to Challenge Your Architecture
A practical review workflow for using AI to surface failure modes, hidden assumptions, and weak spots in a design before they become… Continue reading on Medium
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
How I Actually Use Claude Code as a Senior Engineer: Part 2
Fan out Agents, Real Senarios for MCP, Mode Switching, Session Size Continue reading on Artificial Intelligence in Plain English »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Diverse Interactions Between AI Agents: Which collaboration approach is most effective?
Multi-agent collaboration is not just about bringing in more models to help. Continue reading on Towards AI »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
4d ago
Stop Treating Agent Memory Like a Cache — It’s a Security Layer
A production agent’s memory is an authorization layer, not a cache. Relevance is not permission — where to insert a deterministic gate… Continue reading on Medi
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
4d ago
Building AI That Knows When It Might Be Wrong: Introducing Uncertainty Engine
The Missing Component in Agentic AI: Uncertainty Awareness Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
I Got Laid Off From a FAANG After “AI Efficiency Gains.”
The press release said autonomous agents. The reality was a missed revenue target nobody wanted to write about. Continue reading on Stackademic »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
Your Agent Works in the Notebook. It Dies in Production. Here’s the 80-Line Fix Nobody Talks About.
Every team ships the same demo. Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
Beyond the Prompt: How I Turned Claude Code Into a Full-Stack Engineering Partner
The “Caveman” era of AI coding is over. It’s time to build with Agents, not just chat with Bots. Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
A Slow Decomposition
Our skills are quietly decaying in the agent era. I’ve felt it in myself, seen it around me. So let’s treat it like any problem in the… Continue reading on Medi
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Agentic Development, A Few Months Later: An Updated Guide
What held up, what was wrong, and how I work with coding agents today on a $20 plan Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
I Built a Self-Debugging AI Agent from Scratch — Here’s Exactly How the Reasoning Cycle Works
No LangChain. No agent framework. Just the raw Anthropic API and a Python loop. Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The LangGraph Guide That Skips the Toy Examples
You’ve seen the nodes-and-edges demo. Here’s how to build a stateful agent system you’d actually ship. Continue reading on Think in AI Agents »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Why AI Agents Still Fail in Production (and Why Better Models Won’t Fix It)
Pass rates collapse under repetition, errors compound by multiplication, and the fixes that work look more like distributed systems… Continue reading on Artific
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The Aesthetics of Error: Why the Epoch of AI Hallucinations Will Be Mourned
The current developmental phase of generative artificial intelligence is characterized by a fascinating, albeit fleeting, visual… Continue reading on Medium »
Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
AI Agents Can Now Ship Real Code. The Problem Is Knowing When They Shouldn’t.
As agentic tools take on more of the engineering workload, the verification gap is becoming the most expensive part of the job. Continue reading on Medium »
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