Trackmind

ai & onchain research | dms open...

[Trackmind @0xTrackmind]

Fable 5.2 is insane for coding agents...

send this prompt to Claude Fable 5.2 and it will turn into a software factory of 30+ senior engineers at 5% of the cost

then read the full guide to building a self-running coding agent factory in the article below ↓

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this graph engineering paper is f*cking insane

anthropic's engineers wrote down everything they learned building claude's own multi-agent research system, including the 3 rules that finally made their team of agents work.

1 lead agent, 3-5 parallel subagents, 2 copy-paste prompts, all on one page.

set it up tonight and your agents split a big task, work it in parallel and hand back one clean answer, instead of 5 bots doing the same research twice.

the crazy part is everyone thinks multi-agent means "add more agents", while anthropic's early version spawned 50 subagents for a simple question and the fix was a 4-line brief.

full breakdown in the guide below.

[Trackmind @0xTrackmind]

this graph engineering paper is f*cking insane

anthropic's engineers wrote down everything they learned building claude's own multi-agent research system, including the 3 rules that finally made their team of agents work.

1 lead agent, 3-5 parallel subagents, 2 copy-paste prompts, all on one page.

set it up tonight and your agents split a big task, work it in parallel and hand back one clean answer, instead of 5 bots doing the same research twice.

the crazy part is everyone thinks multi-agent means "add more agents", while anthropic's early version spawned 50 subagents for a simple question and the fix was a 4-line brief.

full breakdown in the guide below.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this grok paper is f*cking insane

it's the exact 25 lines that turn grok from a chatbot into a research agent that searches the web, reads X and checks its own math.

25 lines, 3 tools, 1 API call, all on one page.

run it tonight and get a sourced breakdown of everything X is talking about, instead of scrolling the timeline for 2 hours.

the crazy part is everyone's still asking grok one question at a time, while xAI lets it search, verify and cite on its own in a single request.

full breakdown in the article below.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this grok bot paper is f*cking insane

it's the exact setup that turns grok from a reply guy into a team of AI workers running 24/7 on their own cloud computer.

3 bots, 1 group chat, every approval setting, all on one page.

set it up tonight and wake up to researched ideas, drafted posts and a cleared inbox, instead of starting every morning from zero.

the crazy part is everyone's still asking grok "is this true?" under tweets, while xAI quietly gave it a browser, a terminal and a computer that never turns off.

full breakdown in the grok bot guide below.

[Trackmind @0xTrackmind]

Grok Bot is getting smarter. Its memory isn't.

It learns your tone, your clients and your rules, then quietly keeps using them long after they stop being true.

In this article, I show you how to fix that. https://t.co/X3yTRy3nHQ

[Trackmind @0xTrackmind]

@Sownjuinho glad it helped

[Trackmind @0xTrackmind]

Grok Bot is getting smarter. Its memory isn't.

It learns your tone, your clients and your rules, then quietly keeps using them long after they stop being true.

In this article, I show you how to fix that. https://t.co/X3yTRy3nHQ

[Trackmind @0xTrackmind]

@0xrevayz thanks bro

[Trackmind @0xTrackmind]

this prompt is f*cking gold

you don't need another $500 course you'll never finish.

paste this into claude and it turns into a private tutor that:

→ finds out what you already know before teaching anything
→ teaches only the 20% that gets you 80% of the result
→ makes you explain every concept back in your own words
→ refuses to move on until you actually get it
→ quizzes you on old stuff when you least expect it
→ ends every session with your weakest spot and tomorrow's 15-minute drill

it's a $100/hour tutor that's awake at 3am and never gets tired of your questions.

fill in the 3 highlighted parts and start tonight.

full breakdown in the harness guide below.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this harness engineering paper is f*cking insane

it's the exact setup anthropic used to keep a single AI agent coding for hours without forgetting what it was doing.

2 agents, 4 files, one prompt that runs every session, all on one page.

set it up tonight and your agent keeps building feature after feature while you sleep, instead of quitting halfway.

the crazy part is everyone blames the model when their agent gives up after 20 minutes, while the fix is a json file and a text log.

full breakdown in the harness guide below.

[Trackmind @0xTrackmind]

this harness engineering paper is f*cking insane

it's the exact setup anthropic used to keep a single AI agent coding for hours without forgetting what it was doing.

2 agents, 4 files, one prompt that runs every session, all on one page.

set it up tonight and your agent keeps building feature after feature while you sleep, instead of quitting halfway.

the crazy part is everyone blames the model when their agent gives up after 20 minutes, while the fix is a json file and a text log.

full breakdown in the harness guide below.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

@0xwhrrari trying this tonight

[Trackmind @0xTrackmind]

this claude code workflow is f*cking insane

it's the exact 8-step loop that takes a feature from idea to merged PR in one evening, without you writing a single line.

8 phases, 8 prompts, one rule that fixes 90% of broken AI code, all on one page.

copy the prompts tonight and your next feature ships before you finish dinner.

the crazy part is most people let AI start coding in the first message and then spend 3 hours fixing it, when the fix is just making it plan and write the tests first.

full breakdown in the article below.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this Claude paper is f*cking insane

it's pretty much how anthropic's own engineers ship code without writing it by hand anymore.

5 components, one script, 5 AI agents coding in parallel, all of it spelled out on a single page.

paste it into Opus 5.5 tonight and wake up to 5 finished features with every test passing.

the crazy part is companies are still hiring 10-person dev teams while one engineer with this setup ships the same output alone.

full breakdown in the article below.

bookmark it before this thread gets buried.

[Trackmind @0xTrackmind]

this Claude paper is f*cking insane

it's pretty much how anthropic's own engineers ship code without writing it by hand anymore.

5 components, one script, 5 AI agents coding in parallel, all of it spelled out on a single page.

paste it into Opus 5.5 tonight and wake up to 5 finished features with every test passing.

the crazy part is companies are still hiring 10-person dev teams while one engineer with this setup ships the same output alone.

full breakdown in the article below.

bookmark it before this thread gets buried.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

F*ck YES... I fired my motion designer

Replaced them with Opus 5.5 and 20 free GitHub repos.

No After Effects. No Cinema 4D. No invoices.

Here's the stack, in the order a video actually gets made:

STEP 1 - Write motion like code

→ Remotion: every frame is a React component
https://t.co/lFQEReQDpo

→ Remotion Skills: teaches your agent to direct videos
https://t.co/bBf9zNbZOp

→ Anime.js: 50 elements moving in perfect sync
https://t.co/2l51lcy1zj

→ Motion: buttery UI and layout transitions
https://t.co/LjG0q4BRs8

→ Manim: math and explainers that animate themselves
https://t.co/LJ5ZfCCY4Z

→ Lottie: designer animations, kilobytes in size
https://t.co/PGrXXiH44n

STEP 2 - Build the world

→ Blender MCP: type a prompt, get a 3D scene
https://t.co/HzxubzeBAO

→ Three.js: 3D in the browser, camera moves included
https://t.co/zMIXHEBWVN

→ GPU Pathtracer: lighting that looks like a render farm
https://t.co/DG2S2g3uGI

→ postprocessing: bloom, depth of field, film-grade color
https://t.co/IHPIEZro2U

STEP 3 - Make it feel alive

→ Jolt Physics: things fall, bounce and collide for real
https://t.co/oxwXDvkqNs

→ three.quarks: sparks, trails, magic dust
https://t.co/G8BAn6vEeo

→ Tweakpane: sliders to tune every parameter live
https://t.co/KD63fQTBc4

→ ComfyUI: generate textures and shots with node graphs
https://t.co/4Os2z3DryU

STEP 4 - Give it a voice

→ CosyVoice: natural voiceover in multiple languages
https://t.co/1Bc0yR0YMd

→ librosa: finds the beat so cuts land on it
https://t.co/8xgrbPSQ5G

→ WhisperX: captions timed to the exact word
https://t.co/jWJiqtLw3x

STEP 5 - Ship it

→ OBS Studio: record any screen in one click
https://t.co/UoqN27v5sE

→ LosslessCut: trim in seconds, zero quality loss
https://t.co/4keWEIyFxR

→ FFmpeg: the engine behind every video export
https://t.co/mma4Ke7wBw

Total cost: $0.
Total skill required: knowing what you want on screen.

Your next video ships tonight. Save this ↓

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this claude code paper is f*cking gold

boris cherny, creator and head of claude code, revealed exactly how he uses it himself.

15 claudes running at the same time, every rule, every hook, every subagent, all on one page.

copy his setup tonight and tomorrow you're shipping like the person who built the tool.

the crazy part is most people still run one chat, wait for it, and fix its mistakes by hand, while the creator runs 15 in parallel and lets them test their own code.

full breakdown in the article below.

bookmark it before this thread gets buried.

[Trackmind @0xTrackmind]

this claude code paper is f*cking gold

boris cherny, creator and head of claude code, revealed exactly how he uses it himself.

15 claudes running at the same time, every rule, every hook, every subagent, all on one page.

copy his setup tonight and tomorrow you're shipping like the person who built the tool.

the crazy part is most people still run one chat, wait for it, and fix its mistakes by hand, while the creator runs 15 in parallel and lets them test their own code.

full breakdown in the article below.

bookmark it before this thread gets buried.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS

[Trackmind @0xTrackmind]

this Anthropic paper f*cking insane

it's pretty much the 9-step system top AI engineers run before every single prompt they send.

every step, every formula, the full copy-paste template, all of it spelled out.

paste it into Opus 5.5 once and your outputs instantly go from mid to scary good.

the crazy part is anthropic has been recommending this exact structure in their own docs the whole time and 99% of people still just type "write me a…" and wonder why AI sucks.

full breakdown in the article below.

bookmark it before this thread gets buried.

[Trackmind @0xTrackmind]

this Anthropic paper f*cking insane

it's pretty much the 9-step system top AI engineers run before every single prompt they send.

every step, every formula, the full copy-paste template, all of it spelled out.

paste it into Opus 5.5 once and your outputs instantly go from mid to scary good.

the crazy part is anthropic has been recommending this exact structure in their own docs the whole time and 99% of people still just type "write me a…" and wonder why AI sucks.

full breakdown in the article below.

bookmark it before this thread gets buried.

[Trackmind @0xTrackmind]

https://t.co/rdQRAsouJS