Codanyks

Empowering devs to build, ship & scale smarter—today & tomorrow. From indie hacks to AI-era systems. Open-source, insights, & future-proof tools.

[Codanyks @codanyks]

An #agent isn't "ChatGPT with tools."

It's #software that coordinates #reasoning, #memory, tools and #decisions toward a goal.

That's a much harder #engineering problem.

I wrote a series exploring how #agents actually work.
🔗 https://t.co/jeHKCFth27
#AI #Agents #LLM #Engineer

[Codanyks @codanyks]

Every #AI demo looks smart.

The real question is:
Can you reuse that #intelligence next month?

If the answer is "copy the #prompt", you probably didn't build a #skill.

I wrote a series on designing reusable AI #capabilities.
🔗 https://t.co/y30G6eNBSW
#LLM #Agents #Engineering

[Codanyks @codanyks]

New article is live.
Most #ai #builders start by writing #prompts.
#Experienced builders start by designing #capabilities.
Learn how to identify reusable #skills, define boundaries, #design stable interfaces, and choose the right implementation.
https://t.co/d4JGhHVK7A
#Agents

[Codanyks @codanyks]

A #skill is easy to create. A reliable skill is #engineered.

Inputs, outputs, contracts, failures, and flexibility decide whether a capability can become part of a larger #agent #system.

New article
https://t.co/Xir7BLPIjU
#AI #DevTools #automation #systemDesign #productivity

[Codanyks @codanyks]

Most AI builders focus on prompts. Production AI runs on skills.

Prompt = instruction
Skill = reusable capability
Agent = orchestration
New article: What Is a Skill?
https://t.co/DFsLIr3jSa
#AI #Automation #codanyks #AiSkills #AiSkill

[Codanyks @codanyks]

@justbyte_ Hi

[Codanyks @codanyks]

Most AI agents fail not because of logic — but because they forget who they are.

The MCP Server solves this by storing memory, goals, and roles outside the model.

🛠️ Learn how to build one in our series.
https://t.co/tfcy6BSd9N
#MCP #AI #development #BinanceTurns8 #Binance

[Codanyks @codanyks]

@startupsharma I was referred through word of mouth by someone who connected with me on StackOverflow.

[Codanyks @codanyks]

Bonus drop just landed

What does #Binance have to do with agent architecture and #MCP?

Let’s just say: coordination at scale isn’t new — but now it’s programmable.

Patreon drop is live: https://t.co/XXAh7C8UoQ

#AI #programming #coding #developer #agent #NodeJS #TypeScript #JS

[Codanyks @codanyks]

The final piece of the #MCP puzzle is here. We wrapped the series with patterns, libraries, and ideas for scaling weird, context-aware agents.
Patreon drop is live
https://t.co/5VxaTI1vjH
#LLM #AgentChaos #AI #programming #coding #chaos #developer #DevLife #NodeJS #TypeScript #JS

[Codanyks @codanyks]

#Agent dev without #MCP be like:

Why?
Why??
Why???
Ohhh…

#LLM #AgentChaos #MCPProtocol #Codanyks #AI #programming #coding #chaos #developer #DevLife #NodeJS #TypeScript #JS

[Codanyks @codanyks]

Day 4 is live. https://t.co/oYMrExyb0a
Your #agents don’t need to sit next to each other to work together.
Today we dive into agent-to-agent communication — powered by shared memory, goals & the #MCP #server.
#Distributed coordination is here.
#NewDrop #AI #Trending #programming

[Codanyks @codanyks]

Ever noticed how a well-built #MCP #server makes everything else feel easier? It’s like finally getting the right tool for the job. Ever have a moment where the right setup just made things click?
https://t.co/ONF8M3v3PJ
#AI #programming #EmergingTech #JS #Nodejs #MCP #typescript

[Codanyks @codanyks]

When agents connect through an #MCP #server, it’s like giving everyone the same secret handshake—suddenly, collaboration just works. Ever seen a tiny detail make a big difference in #teamwork?
https://t.co/LO9hhTtgQM
#AI #machinelearning #programming #EmergingTech #JS #Nodejs #TS

[Codanyks @codanyks]

With context routing, the #MCP #server becomes the backstage crew—quietly making sure every message hits its mark. Ever had a behind-the-scenes fix that made everything run smoother?
https://t.co/LO9hhTtgQM
#AI #Trending #machinelearning #programming #EmergingTech #JS #Nodejs #TS

[Codanyks @codanyks]

Setting up an #MCP #server can feel like laying the foundation for a tiny digital city—get the basics right, and everything else falls into place. Ever built something where the groundwork made all the difference?
https://t.co/ONF8M3v3PJ
#AI #programming #Nodejs #typescript

[Codanyks @codanyks]

Ever tried to get different agents to play nice in a network? With an #MCP #server, it’s like hosting a game night where everyone actually follows the rules. Have you ever seen a group click just because the setup was right?
https://t.co/LO9hhTtgQM
#AI #programming #Nodejs #TS

[Codanyks @codanyks]

Routing context in an #MCP #server is a bit like giving each message its own magic key—suddenly, doors open exactly where they should. Ever built something where the smallest tweak made everything click?
https://t.co/2UzuD2F9vW
#AI #programming #tech #EmergingTech #Innovation #ML

[Codanyks @codanyks]

Getting the #MCP #server up and running is a bit like prepping a spaceship for launch—every detail matters, but once it’s ready, you’re set for smooth travels. Ever had a project where the setup was half the adventure?
https://t.co/ONF8M3v3PJ
#AI #programming #Nodejs #typescript

[Codanyks @codanyks]

Connecting agents to an #MCP #server isn’t just about code—it’s about making sure everyone’s speaking the same language. Ever notice how a shared protocol can turn chaos into collaboration?
https://t.co/LO9hhTtgQM
#AI #Trending #programming #EmergingTech #Nodejs #typescript