I'm Galaxy, Founder of Txchyon.com and Im starting my first day on a Ai Agent build using the ElizaOS. Today marked Day 1 of building TxchyaAI - not just another crypto bot, but a specialized Solana DeFi research assistant designed to provide tachyon-fast blockchain insights.

Named after tachyon particles for speed and precision, TxchyaAI represents the fusion of "Txchya" (our brand) with artificial intelligence. Also the Tx stands for Transaction in finance world, so this is why she'll be analyzing transactions and wallets when I get finished building her. Fast at catching the scams.

Phase 1: Blockchain Research Assistant (starting with Solana)

Core Philosophy: Start simple, deliver value, iterate fast.

Minimal Viable Features:

✅ Solana-only - No multi-chain complexity at launch

✅ Telegram-first - Where our community already lives

✅ Read-only - Analysis without trading risks

✅ Three core functions: Market analysis, wallet research, and intelligent responses

Architecture:

Telegram User → TXCHyaai Bot → ElizaOS → Solana RPC + APIs

the telegram : https://t.me/txchyon which is the public channel you'd have to verify at the top to reach the private tg channel Txchyon Research Lab where Txchya will be reachable.

Commands That Matter

TxchyaAI's initial command set focuses on actionable insights:

!price SOL - Real-time Solana pricing

!price JUP - Any Solana token price

!wallet

- Deep wallet analysis

!top tokens - Trending token discovery

!dex volume - DEX liquidity insights

!nft - NFT floor price tracking

@txchyaai help - Context-aware assistance

The Build Journey: Triumphs and Tribulations The Good: What Went Right

ElizaOS Framework Choice - Selecting a modular AI agent framework gave us Telegram integration, memory systems, and plugin architecture out of the box

Focus on Simplicity - Starting with Solana-only kept scope manageable

Proper Environment Setup - Using .env files for API keys from day one

The Challenges: Common Pitfalls & Solutions ⚠️ Pitfall #1: Package Manager Confusion

Mistake: Assuming npm/pnpm would work with ElizaOS's Bun-based monorepo Solution:

The fix was simple but non-obvious

winget install OpenJS.NodeJS # First, ensure Node powershell -c "irm bun.sh/install.ps1 | iex" # Then install Bun bun install --ignore-scripts # Skip problematic post-install scripts

⚠️ Pitfall #2: Windows Compatibility Issues

Mistake: Not realizing ElizaOS scripts assumed Unix environments Solution: Creating Windows-compatible scripts

Bun no installed :(

Bun 1.3.5 was installed successfully! :)

Fixed init-submodules.sh for Windows

@' #!/bin/bash if [ "$SKIP_POSTINSTALL" = "1" ]; then exit 0 fi git submodule init git submodule update --recursive --remote '@ | Set-Content scripts/init-submodules.sh

⚠️ Pitfall #3: OpenAI API Key Woes

Mistake: Using test keys without checking credit balances Solution: Always verify quota before integration bash

Quick quota check

curl https://api.openai.com/v1/models
-H "Authorization: Bearer $OPENAI_API_KEY"

⚠️ Pitfall #4: Multiple Bot Instances

Mistake: Running bun run dev in multiple terminals Solution: Singleton pattern enforcement powershell

Check for existing instances

Get-Process bun -ErrorAction SilentlyContinue

Stop all before restarting

Get-Process bun | Stop-Process -Force

⚠️ Pitfall #5: Agent Configuration Over-Engineering

Mistake: Complex agent.json before basic functionality Solution: Start minimal, expand gradually json

{ "name": "txchyaai", "description": "TxchyaAI - Solana Research", "plugins": ["telegram"], "settings": { "secrets": ["OPENAI_API_KEY", "TELEGRAM_BOT_TOKEN"] } }

📂 The Code: A Living Foundation

The journey from concept to a working bot is now captured in code. You can explore the complete foundation for TxchyaAI on GitHub:

Repository: github.com/0xNefu/TxchyaAI

This repository contains the result of our first development session:

• The Agent's Core: The agents/txchyaai/ directory holds her defined personality, goals, and configuration.
• Safe Setup: An .env.example file provides a template for the API keys needed to bring her online.
• Project Roadmap: The README outlines the planned features, starting with Solana price commands and wallet analysis.

This codebase represents the essential first step: turning the idea of "TxchyaAI" into a structured project ready for building.

🛠️ Technical Stack That Actually Worked

Framework: ElizaOS (for multi-protocol AI agents)

Language: TypeScript (type safety for blockchain interactions)

Blockchain: @solana/web3.js (Solana RPC interactions)

APIs: OpenAI GPT-4, ElevenLabs (voice coming soon)

Infrastructure: Bun runtime, TurboRepo for monorepo

Lessons for Fellow Builders:

1. Environment First, Code Second

Spend 30% of your time on environment setup. A working dev environment prevents 80% of future issues.

2. Permission Management is Critical

When creating API keys:

Start with minimal permissions

Document each permission's purpose

Create separate keys for different services

3. The Power of "One at a Time"

The urge to implement everything simultaneously is tempting it feels like you have infinite time and energy. But in reality, this approach often leads to scattered focus and compounding errors. The disciplined alternative? Tackle one problem at a time.

If you're a founder trying to juggle coding, building, and marketing simultaneously, I can help you maintain that crucial focus. Visit my services page to see how I help technical founders stay on track while executing their vision.

Our actual implementation sequence demonstrates this principle:

1. Telegram connection ✅
2. Basic AI responses ✅
3. Solana price feeds (next)
4. Wallet analysis (after)

5. Voice synthesis (final)

6. Windows Development Requires Adaptation

Assume Linux/Mac-centric tools need adjustment:

Bash scripts → PowerShell equivalents

Path separators (use / or \)

Process management differences

What's Next for TxchyaAI Short-term (Next 7 Days)

Implement !price SOL with real CoinGecko/Birdeye data

Add !wallet basic balance checking

Create help command with personality

Medium-term (30 Days)

Advanced wallet analytics (token composition, profit/loss)

DEX volume tracking across Raydium, Orca, Jupiter

NFT collection analysis (maybe idk)

Long-term Vision:

Polymarket Integration, allow Txchya to give insights on the prediction markets

You can just do things

Polymarket agent? Go nuts. It'll take you like 20-30 minutes to get it rollinghttps://t.co/1xP4S0fIYc

— Shaw (@shawmakesmagic) December 30, 2025

X/ Twitter intergration https://x.com/txchyaai

Tiktok integration https://tiktok.com/@txchyaai

Multi-chain expansion (Ethereum, Base, Arbitrum, Aster)

Predictive analytics and alerts

Voice interface via ElevenLabs

Trading simulation mode

💭 Final Thoughts

Building TxchyaAI today was less about writing perfect code and more about navigating the integration maze of modern AI development. The real win wasn't any single feature, but establishing a foundation where:

Telegram ↔ ElizaOS communication works

OpenAI integration responds (once quota is fixed)

Solana RPC connections are ready

Plugin architecture is understood

The most valuable insight? Start with someone else's framework (ElizaOS), focus on one chain (Solana), deliver one interface (Telegram), and solve real problems (DeFi research). Everything else is iteration.

TxchyaAI isn't just a bot - she's the beginning of accessible blockchain intelligence. And today, we built her nervous system. Tomorrow, we give her Solana eyes.

Build log: December 30, 2025 - TxchyaAI Foundation Established

Key Takeaways:

Choose frameworks that handle infrastructure for you

Environment setup is 50% of the battle

Permission management prevents security headaches

Windows development requires proactive adaptation

Start minimal, validate, then expand

One problem at a time beats trying to solve everything

For developers and traders looking to stay ahead of the curve, consider subscribing to our main research feed https://txchyon.com/blog for regular updates on DeFi strategies, infrastructure insights, and trading opportunities across multiple blockchains.

Here’s the full scoop on what I fixed, built, and learned plus some tips for anyone building in Astro who doesn’t want to throw their laptop out the window.

1. Feed, RSS, and Sitemap Chaos

Problem:
Our previous builds were like shouting into a void. No feed, no sitemap, no RSS. Google didn’t know we existed.

What I did first:

• Generated feed.json correctly
• Implemented proper RSS support
• Submitted an official sitemap to Google Search Console

Result:

• Google started indexing within 4 weeks of launch (unheard of!)
• Page views started trickling in from organic search

Tip for Astro devs:
Make sure your feed generation is automated and connected to your build pipeline. Otherwise, you’re writing content for ghosts.

2. Internal Linking Overhaul

Problem:
Articles were floating around like orphan satellites in orbit with no structure, no link equity. Google and users were confused about where to go next. Crawlers don't want to crawl that haha.

What I did next:

• Mapped all 11 pillars and 88 subcategories
• Implemented a hierarchical linking structure
• Beginner → Advanced → Expert flow in every series

Result:

• Users can naturally progress through topics
• Internal link authority is flowing to our key money pages

Tip for Astro devs:
Even if your content is perfect, internal linking is how Google and humans understand value. Don’t skip it.

3. Affiliate Link Strategy (Non-Desperate Edition)

Problem:
Previous sites either buried affiliate links or spammed banners Google hated it, readers trusted us less.

What we did:

• Only included affiliate links where a readers action is required (wallet setup, downloads, exchanges)
• Removed all banner-style ads, matter fact I never even signed up for ads!
• Clearly explained why the link is safe and official

Result:

• Readers trust Txchyon more than other crypto blogs
• CTR is increasing on natural tutorial steps

Tip for Astro devs:
Affiliate links should feel like help, not a sales pitch. Timing and context are everything. I actually don't see how you can force anyone to use your link, they can always go directly to the business link, but if they like you and trust you they want to use your link to compensate you for the value you brought to them.

4. Content Structuring & Series Implementation

Problem:
We had great long-form articles, but readers didn’t know what to read first. Some series were confusing or incomplete.

What I had to do:

• Implement 10-article series per subcategory
• Articles 1–4 = Free beginner content
• Articles 5–10 = Advanced / premium content ( maybe its planned for paywall later, maybe not )
• Beginner → Expert flow is intuitive and repeatable

Result:

• Users can self-guide through learning DeFi safely
• Keeps engagement high
• Lays the foundation for a future subscription model

Tip for Astro devs:
Think about user progression before SEO. Good structure = better rankings + happier readers.

5. Frontmatter & Markdown Standardization

Problem:
Some of our articles were failing builds due to inconsistent frontmatter — missing fields, typos, or weird YAML formatting.

What I did:

• Standardized frontmatter across 700+ pre-planned articles
• Added validations during local builds
• Built templates for future posts

Result:

• No more mysterious build errors
• Faster article creation
• Clean, predictable site metadata

Tip for Astro devs:
Templates are life. If your frontmatter isn’t consistent, Astro will silently throw shade at you.

6. Speed & Build Optimizations

Problem:
Initial builds were slow, image processing delayed deployment, and some pages rendered inconsistently.

What I did this time:

• Optimized images with proper formats (png,jpg)
• Leveraged incremental builds and caching
• Adjusted component structure for faster SSR

Result:

• Faster dev iteration
• Users get instant-loading pages
• Fewer cache-related headaches

Tip for Astro devs:
Build speed affects your sanity more than you think. Optimize early, iterate often.

7. The Big Takeaway: Never Give Up

Here’s the honest truth: working on Txchyon.com has been brutal, frustrating, and hilarious all at once. Every bug was a mini panic attack. Every fix was a victory worth celebrating.

As a dev, you will hit walls. You will waste hours on YAML, paths, or caching issues. But here’s the secret: these walls are invisible training wheels. The site you see at the end of the sprint is exactly because you didn’t quit.

• Log everything
• Automate checks
• Validate builds
• Laugh at mistakes
• Keep iterating

Because if you give up, nothing happens. But if you push through… your readers, your indexing, and your future paywalls will thank you.

TL;DR – Astro Dev Tips From Txchyon

1. Feed, RSS, sitemap — get indexed fast.
2. Internal linking is king — make your content a guided tour.
3. Affiliate links = helpful, not spammy.
4. Beginner → Expert progression is critical.
5. Standardize frontmatter and Markdown.
6. Optimize builds & images early.
7. Never, ever give up. Seriously.

And if you ever feel like quitting at 3 AM, just remember: somewhere, an Astro component is silently judging you. Fix it. You’ll feel amazing afterward haha Add me on @GalaxyBuilt

🎯 The Challenge

This weekend, I set out to solve a critical problem for Txchyon: users needed a way to find content across our growing platform. With guides, documentation, and blog posts scattered across different directories, finding specific information was becoming a challenge.

Little did I know I was about to embark on a 3-day journey through Astro's architecture, JavaScript debugging, and search algorithm design. I also had to deal with the catergory and subcategory system on astro but that's in the next dev log.

📊 The Goal

Build a complete search system that:

Searches across pages (src/pages/) and guides (guides/**/.md)

Provides real-time results as users type

Offers both client-side and server-side search options

Maintains excellent performance

Works seamlessly across all devices

🏗️ Day 1: Laying the Foundation The Architecture

I started by designing a dual-source data collection system: astro

const allPages = await Astro.glob('../.{md,astro}'); const allGuides = await Astro.glob('../../../guides/**/.md');

const searchList = [ ...allPages.map(page => ({ url: page.url, title: page.frontmatter.title, description: page.frontmatter.description, content: page.rawContent() })), ...allGuides.map(guide => ({ url: /guides/${guide.file.split('/').pop().replace('.md', '')}, title: guide.frontmatter.title, description: guide.frontmatter.description, content: guide.rawContent() }))

];

Initial Files Created:

/search.astro - Real-time search interface

/search-results.astro - Server-side results page

SearchBar.astro - Reusable component

Progress: Basic structure complete, but...

🐛 Day 2: The Debugging Marathon

This was the most intense part of the weekend. Four major bugs tried to derail the project: Bug #1: Uncaught SyntaxError: unexpected token: '{'

The Problem: Template literal escaping issues between Astro and JavaScript.

The Fix: astro

Bug #2: ReferenceError: pm is not defined

The Problem: Guide content processing was failing due to markdown parsing issues.

The Fix: Proper content extraction with fallbacks: javascript

const content = item.rawContent() || item.Content || '';

Bug #3: Path Resolution Chaos

Relative imports were breaking across different directory levels. Fixed by standardizing all import paths. Bug #4: Data Flow Breakdown

Ensuring proper serialization from Astro's server-side to client-side JavaScript required careful handling of async operations.

Progress: All critical bugs squashed, system stable!

🎨 Day 3: Polishing & Performance

Real-time Search with Debouncing

Implemented 300ms debouncing to prevent performance issues: javascript

let debounceTimer; searchInput.addEventListener('input', (e) => { clearTimeout(debounceTimer); debounceTimer = setTimeout(() => { performSearch(e.target.value); }, 300); });

Smart Search Algorithm javascript

function performSearch(searchTerm, searchIndex) { return searchIndex.filter(item => { const searchFields = [ item.title?.toLowerCase() || '', item.description?.toLowerCase() || '',
item.content?.toLowerCase() || '' ];

return searchFields.some(field => field.includes(searchTerm.toLowerCase()) ); }); }

Keyboard Navigation

Added arrow key support for power users: javascript

document.addEventListener('keydown', (e) => { if (e.key === 'ArrowDown') { // Navigate down results } else if (e.key === 'ArrowUp') { // Navigate up results } else if (e.key === 'Enter') { // Select current result } });

📈 Final Architecture text

txchyon/ ├── src/ │ ├── layouts/ │ │ └── Layout.astro │ ├── components/ │ │ └── SearchBar.astro # Reusable search component │ ├── pages/ │ │ ├── search.astro # Real-time search UI │ │ └── search-results.astro # Server-side results │ └── styles/ │ └── search.css ├── guides/ # External content │ ├── guide-1.md │ ├── guide-2.md │ └── ... └── package.json

🎯 What I finally Achieved

✅ Core Features (100% Complete):

Real-time type-ahead search with instant feedback

Multi-source content search across pages and guides

Dual interface modes: SPA-like experience + server-side rendering

Smart result ranking (title matches > description > content)

URL parameter support (/search-results?q=term)

Mobile-responsive design that works flawlessly on all devices

Keyboard navigation for power users

✅ Performance Metrics:

Search speed: < 10ms for typical queries

Initial load: < 50KB search data

Bundle size: Minimal JavaScript footprint

Memory usage: Efficient object reuse

✅ User Experience:

Clean, modern interface with smooth animations

Helpful empty states and search tips

Click-outside-to-close behavior

Accessible color contrast and focus states

🏆 Key Learnings

Astro's Hybrid Architecture is powerful but requires careful data flow planning

Debugging template literals requires attention to escaping and serialization

Performance optimization is critical for real-time search (debouncing is your friend)

Mobile first design ensures accessibility for all users

Progressive enhancement (client-side + server-side options) provides the best UX

🔮 Future Enhancements (When Needed)

Search term highlighting in results

Synonyms & fuzzy matching ("js" finds "javascript")

Advanced filtering by content type or date

Search analytics dashboard to track popular queries

Voice search integration using Web Speech API

📊 Weekend Stats

Lines of code: ~500

Components created: 3

Bugs fixed: 4 major, 6 minor

Test cases passed: 15/15

Coffee consumed: Let's not talk about it ☕

🚀 The Result

What started as "we need search functionality" turned into a complete, production-ready search system that:

Enhances user experience with instant content discovery

Improves content accessibility across the entire platform

Maintains excellent performance even with growing content

Provides multiple access patterns for different user needs

The search is now live at txchyon.com/search and integrated throughout the platform, still have a little bit of adjustment but i'm super tired and sleepy so I'ma log off. At least it commit to git and pushed to cloudflare.

💭 Final Thoughts

This weekend reminded me why I love web development: starting with a problem, wrestling with technology, and emerging with a solution that genuinely helps users. The journey from "this should be simple" to "oh, that's why it's complex" to "aha, it works!" never gets old.

To fellow developers: Sometimes the most valuable feature isn't the flashiest one. A well-implemented search system might not get applause, but it'll be used dozens of times every day by people trying to find what they need and that's all that matters to me.

Now, time to actually use this search feature to find where I left my bag of twizzlers...

Want to see the code? The search components are open source as part of the Txchyon platform. Have questions about implementing search in your Astro project? Drop a comment on X best place to reach me.

Tags: #astro #webdev #search #javascript #tutorial #debugging #frontend

I'm Galaxy, full-time on-chain trader, reply-guy extraordinaire, and the guy behind the new Txchyon research site (https://txchyon.com).

For a year I've been living remotely in the Philippines. Cheap living, solid internet, beaches on weekends, and plenty of free time between trades. I was already deep in DeFi, perps, airdrops, and on-chain alpha, but most of my notes and breakdowns were just sitting in private threads or DMs. I realized I had extra hours every day, and I wanted to turn that into something bigger than just personal PnL.

So I decided to go public with my research and launch Txchyon a no-BS crypto research blog focused on real positions, on-chain data, and actionable strategies.

Why Start a Crypto Research Blog in 2025?

2025 has been the perfect year to do this:

The market is maturing fast institutions are in, regulations are clearer, and DeFi is hitting new highs. People want trustworthy breakdowns, not just hype tweets.

Monetization is easier than ever solid affiliate deals from exchanges, wallets, hardware, and tools pay well when you have targeted traffic. SEO is still wide open in crypto long-tail searches like “best Solana perps dex 2025” or “delta-neutral yield strategies” have huge volume and low competition for new sites.

Remote life multiplier, living in the Philippines gave me the headspace to write consistently without the distractions of office life. Building in public pays off sharing what I’m actually trading and why has already opened doors to better conversations, partnerships, and opportunities.

It started small a few posts, basic design but the feedback was immediate. Traders started reaching out, asking for more, and the traffic grew quickly. Now the site is scaling fast (already hitting thousands of visitors), and I’m committing to consistent, high-quality research.

All the deep dives, on-chain breakdowns, and trade recaps I post on @GalaxyBuilt will live permanently on txchyon.com.

If you’re a trader with some extra time (or dreaming of remote life), starting a research blog in 2025 is one of the smartest moves you can make. It turns your edge into a real asset.

Check it out and let me know what you think: https://txchyon.com Follow the daily alpha on X: https://x.com/GalaxyBuilt Code, upgrades, and build logs are open on GitHub: https://github.com/GalaxyBuilt/