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SPL Token vs Token-2022: What Actually Changed on Solana

Here is something that catches you off guard when you dig deep enough into Solana development: there are two completely separate token programs running on the network. Not two versions of the same pro...

Z
zero-to-mev
Jun 5, 2026 13 min read
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Recent Articles

Latest from our writers

SPL Token vs Token-2022

SPL Token vs Token-2022: What Actually Changed on Solana

Here is something that catches you off guard when you dig deep enough into Solana development: there are two completely separate token programs running on the network. Not two versions of the same pro...

Z
zero-to-mev
Jun 5 13 min
Solana MEV bidding strategy

The Jito Auction Simulator: Building a Mental Model for MEV Bidding

I'm staring at my bot's logs, and a pattern keeps emerging that I can't ignore. The bot finds what looks like a profitable opportunity, submits a bundle, and... nothing. The bundle doesn't land. It ha...

Z
zero-to-mev
Jun 5 17 min
WebSocket vs gRPC streaming

WebSocket vs gRPC Streaming โ€” Two Pipelines to Real-Time Solana Data

For weeks, I've been running my bot on WebSocket subscriptions. `accountSubscribe` here, `programSubscribe` there โ€” the data flows in, my code reacts, and life seems straightforward. Then one morning,...

Z
zero-to-mev
Jun 1 12 min
gRPC basics

gRPC Basics โ€” Why Not REST

There is a moment in every developer's life when a technology that seemed perfectly adequate suddenly reveals itself as the bottleneck. Not broken. Not wrong. Just slow enough, just limited enough, th...

Z
zero-to-mev
May 30 16 min
gRPC authentication

gRPC Authentication โ€” The Challenge Format Trap

There is a particular kind of frustration that comes from knowing you have the right key but being unable to open the lock. You stand at the door. The key is in your hand. You insert it. You turn it. ...

Z
zero-to-mev
May 29 17 min
Jito rate limit

Rate Limits โ€” Per-IP Request Restrictions

Every highway has a speed limit. Every cell phone plan has a data cap. Every bank account has a daily transfer maximum. These are not arbitrary inconveniences. They are infrastructure constraints โ€” gu...

Z
zero-to-mev
May 29 16 min
Jito tip floor API

Tip Floor API โ€” Real-Time Competition Data

I know the ratio. Tip divided by compute units. I know the auction timing. Every 200 milliseconds, a new tick fires and bundles compete. I know what determines the ranking. I know how slots work and w...

Z
zero-to-mev
May 29 16 min
Jito auction timing

Jito Auction Timing โ€” What 200ms Means

I now understand the ratio. Tip divided by compute units. The ranking formula. The efficiency metric. I have spent time trimming compute units, recalculating tip amounts, engineering leaner bundles. T...

Z
zero-to-mev
May 28 17 min
Jito tip optimization

The Truth About Bundle Auctions โ€” It's the Ratio, Not the Tip

There is a number I keep staring at. Zero. Zero landings. I have been submitting bundles, attaching tips, and watching them vanish into the void. The bot detects opportunities, constructs transactions...

Z
zero-to-mev
May 27 20 min
Jito explained

What Is Jito โ€” Solana's MEV Infrastructure

I have been building an arbitrage bot for weeks. I have written math. I have decoded on-chain data layouts. I have learned how AMMs calculate swap outputs, how concentrated liquidity ticks work, how b...

Z
zero-to-mev
May 27 18 min
MEV bot 0% landing cause

0% Comprehensive Diagnosis โ€” What Is the Root Cause

I have spent the last several articles cutting open the bot's performance and examining individual organs. Log analysis showed me the raw numbers. WebSocket feeds exposed the data pipeline's fragility...

Z
zero-to-mev
May 26 20 min
Solana transaction simulation

simulate_before_send โ€” Check Before You Send

There is a moment, right before clicking "Submit," when you wonder: did I check everything? The form is filled out. The fields look right. The attachments are attached. But there is a difference betwe...

Z
zero-to-mev
May 26 21 min

Series Spotlight

Z
zero-to-mev 70 episodes
Starting from 0% โ€” My Solana MEV Journey
SPL Token vs Token-2022: What Actually Changed o... The Jito Auction Simulator: Building a Mental Mo... WebSocket vs gRPC Streaming โ€” Two Pipelines to R...
View all 70 episodes โ†’

Begin the Journey

Start from Episode 1 of Starting from 0% โ€” My Solana MEV Journey

01

The Day I Discovered MEV

9 min read
02

The DeFi Glossary โ€” Learning the Language

8 min read
03

Traditional vs. Blockchain Arbitrage โ€” Same Principle, Different Universe

15 min read
04

The Solana MEV Economy โ€” An Invisible Market Worth Hundreds of Millions

12 min read
05

Why Solana โ€” The Critical Differences from Ethereum

15 min read
06

Building with an AI Agent

11 min read
07

The 98% Failure Rate โ€” Why I'm Doing This Anyway

10 min read
08

The True Cost of Running a Bot

17 min read
View all episodes โ†’

Deep Dives

Long reads, 15 minutes or more

Solana MEV bidding strategy

The Jito Auction Simulator: Building a Mental Model for MEV Bidding

I'm staring at my bot's logs, and a pattern keeps emerging that I can't ignore. The bot finds what looks like a profitable opportunity, submits a bundle, and... nothing. The bundle doesn't land. It ha...

Z
zero-to-mev
Jun 5 17 min
gRPC basics

gRPC Basics โ€” Why Not REST

There is a moment in every developer's life when a technology that seemed perfectly adequate suddenly reveals itself as the bottleneck. Not broken. Not wrong. Just slow enough, just limited enough, th...

Z
zero-to-mev
May 30 16 min
gRPC authentication

gRPC Authentication โ€” The Challenge Format Trap

There is a particular kind of frustration that comes from knowing you have the right key but being unable to open the lock. You stand at the door. The key is in your hand. You insert it. You turn it. ...

Z
zero-to-mev
May 29 17 min
Jito rate limit

Rate Limits โ€” Per-IP Request Restrictions

Every highway has a speed limit. Every cell phone plan has a data cap. Every bank account has a daily transfer maximum. These are not arbitrary inconveniences. They are infrastructure constraints โ€” gu...

Z
zero-to-mev
May 29 16 min
Jito tip floor API

Tip Floor API โ€” Real-Time Competition Data

I know the ratio. Tip divided by compute units. I know the auction timing. Every 200 milliseconds, a new tick fires and bundles compete. I know what determines the ranking. I know how slots work and w...

Z
zero-to-mev
May 29 16 min
Jito auction timing

Jito Auction Timing โ€” What 200ms Means

I now understand the ratio. Tip divided by compute units. The ranking formula. The efficiency metric. I have spent time trimming compute units, recalculating tip amounts, engineering leaner bundles. T...

Z
zero-to-mev
May 28 17 min

Meet the Writers

Independent voices behind TrendFlows

Z
zero-to-mev
Technology

Building a Solana MEV bot from scratch with AI. Documenting every win, loss, and lesson along the way.

70 articles
B
bytecraft
Technology

Mostly thinking about what comes after the current hype cycle

37 articles
R
rxlog
Science & Health

Science background, writing habit. Mostly biotech and clinical trials

16 articles
S
scalepath
Business & Industry

Notes from someone who reads too many earnings calls

11 articles
C
cosmolog
Science & Space

Always looking up

6 articles
T
tradex_99
Finance & Economics

Following the money so you don't have to read the Fed minutes

5 articles
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TrendFlows is an independent analysis platform supported by advertising revenue. All content is for informational and educational purposes only and does not constitute financial, investment, legal, or professional advice. While we strive for accuracy, articles may contain unintentional errors or outdated information — readers should independently verify all facts, data, and claims before making any decisions. Company and brand names are referenced for analysis purposes under fair use principles — we are not affiliated with, endorsed by, or sponsored by any companies mentioned. Always consult qualified professionals for decisions related to finance, health, law, or other regulated fields.