I built a Grok Bot that watches my Grok Bot usage and tells me HOW TO SAVE
After usage meters jumped overnight for thousands of people with nothing running, everyone was furious, so I built my own watchdog
It’s called Saver Bot, and it shows:
> Where my usage goes, broken down by bot, routine, day and activity
> An animated dashboard with a 30-day trend
> Spike days, looping routines and the bot eating my week
> Saving tips ranked by impact
No made-up token counts or fake forecasts, just real usage data
The first check already paid off. One news digest routine was 28% of my week. And when everyone's meter jumped on Oct 31, my daily usage proved the spike wasn't me
Install it and it:
1/ Reads your usage and when it resets
2/ Builds your dashboard
3/ Flags anything unusual
4/ Suggests up to 3 fixes, biggest first
5/ Applies the one you pick, with an undo
And yes, the template is completely Free: x.ai/bot/HwU-TfXaEV_zha7HpkG…
typakon4 retweeted
Your Harness. You Define It.
Meet Creator Mode in DeepSeek Harness.
Turn ideas into plugins that you can use, from a design workspace to a sandbox game or a 3D LLM visualizer.
What will you create?
typakon4 retweeted
[BOOT SEQUENCE COMPLETE] // LIVE
Cyberpunk: Edgerunners 2 is out now, only on Netflix! 🦾 ⚡
typakon4 retweeted
INTRODUCING FREEDZ
What if the words we write freely are the things that imprison us?
FREEDZ is an 8,888-piece deflationary PFP collection exploring freedom, control, and the machines shaping our world.
A hidden world. A sacrificed word. A question.
Are we really free?
Here's the story:
your AI knows you.
its competitor thinks you're a stranger.
that's a switching cost no pricing page shows.
switching models is one decision. rebuilding the context that makes an assistant useful is a different job.
what you're working on. what you already know. which explanations waste your time. which assumptions it should stop making.
if that understanding stays trapped inside one app, better personalization also makes leaving harder.
this is the part of @conso_xyz's Consumer Passport direction that interests me.
its Agentic Memory docs describe CPAC: connected-platform signals, including GitHub contributions, on-chain activity and AI usage, structured into portable context an agent can access with permission.
the distinction matters: the docs describe structured reputation signals and context, not a dump of raw private conversations. this isn't the same as exporting a chatbot's existing memory.
but moving a profile is only half the problem.
a contribution graph doesn't explain what you're stuck on.
a wallet history doesn't explain what you want next.
a reputation score doesn't tell an agent when to stop explaining the basics.
the hard part is turning those signals into something that actually changes the help you get.
here's the comparison i'd want to see:
same model. same task. with and without CPAC context.
- fewer questions you've already answered elsewhere?
- fewer wrong assumptions about your experience?
- a more relevant first answer?
and before trusting it: let me inspect what the profile says about me, correct a bad inference, and choose what an agent receives.
those are the standards i'd judge it by. i haven't tested CPAC live; i'm discussing the direction in its docs.
the reason to care goes beyond a collectible: a useful identity layer could let an agent earn your time through the quality of its work, instead of keeping you because starting over is exhausting.
i want to choose the best agent for the job.
not the one that already has my backstory.
CONSO BOTS creator-campaign entry ⇩
your AI knows you.
its competitor thinks you're a stranger.
that's a switching cost no pricing page shows.
switching models is one decision. rebuilding the context that makes an assistant useful is a different job.
what you're working on. what you already know. which explanations waste your time. which assumptions it should stop making.
if that understanding stays trapped inside one app, better personalization also makes leaving harder.
this is the part of @conso_xyz's Consumer Passport direction that interests me.
its Agentic Memory docs describe CPAC: connected-platform signals, including GitHub contributions, on-chain activity and AI usage, structured into portable context an agent can access with permission.
the distinction matters: the docs describe structured reputation signals and context, not a dump of raw private conversations. this isn't the same as exporting a chatbot's existing memory.
but moving a profile is only half the problem.
a contribution graph doesn't explain what you're stuck on.
a wallet history doesn't explain what you want next.
a reputation score doesn't tell an agent when to stop explaining the basics.
the hard part is turning those signals into something that actually changes the help you get.
here's the comparison i'd want to see:
same model. same task. with and without CPAC context.
- fewer questions you've already answered elsewhere?
- fewer wrong assumptions about your experience?
- a more relevant first answer?
and before trusting it: let me inspect what the profile says about me, correct a bad inference, and choose what an agent receives.
those are the standards i'd judge it by. i haven't tested CPAC live; i'm discussing the direction in its docs.
the reason to care goes beyond a collectible: a useful identity layer could let an agent earn your time through the quality of its work, instead of keeping you because starting over is exhausting.
i want to choose the best agent for the job.
not the one that already has my backstory.
CONSO BOTS creator-campaign entry ⇩
why does every new AI app need my origin story?
@conso_xyz has a more interesting pitch than "earn points for prompts."
its extension tracks usage across ChatGPT, Claude, Gemini and Perplexity.
the bigger idea in its docs is CPAC: package connected-platform signals into context a new agent can read.
not a dump of raw chats. structured signals about the person behind them.
i'd want 3 controls before trusting an export:
→ preview what's inside
→ choose who gets access
→ revoke it later
CPAC is a documented direction, not something i've verified live.
make the context useful enough that i'd keep using it after the rewards stop.
researching this for the CONSO BOTS creator campaign.
why does every new AI app need my origin story?
@conso_xyz has a more interesting pitch than "earn points for prompts."
its extension tracks usage across ChatGPT, Claude, Gemini and Perplexity.
the bigger idea in its docs is CPAC: package connected-platform signals into context a new agent can read.
not a dump of raw chats. structured signals about the person behind them.
i'd want 3 controls before trusting an export:
→ preview what's inside
→ choose who gets access
→ revoke it later
CPAC is a documented direction, not something i've verified live.
make the context useful enough that i'd keep using it after the rewards stop.
researching this for the CONSO BOTS creator campaign.
[#VGtober26] day 17 - duality 🌗
hii!! here's my first artwork for the challenge!! a little tired after this one (╥﹏╥)
i think i'll keep my next pieces a bit simpler so i have enough energy to keep up with the challenge every day hehe ♡
Shipped jev-layer 0.3.0 with Jev 1.14: screenshot input, visual grounding and opt-in desktop action advice for agent harnesses.
Jev recommends. Your host keeps permissions and execution.
github.com/typakon4/jev-laye… View article
8 YEAR OLD GPU, worth less than 300$
- 21 tok/s decode
- 110 tok/s prefill
- iq2m quant
- 128K kv cache
Reminder this model can edit videos, build basic things, and runs on less than 500$ of hardware.
AMERICANS CAN GET OPENAI'S NEW AGENT FOR $100 A MONTH.
IN THE EU, THE UK AND SWITZERLAND THE SAME PLAN COMES WITHOUT IT.
there's one plan that works everywhere, and it's the same $100
pro 100, pro 200 and pro 500 all include your first dot. just not in the eu/eea, uk or switzerland yet
business premium includes it in every region chatgpt supports. $100 a month billed yearly
free, go and plus don't get dots anywhere. and you have to be 18+
even on the right plan, rollout is gradual. it can take a few days to show up
what you're actually paying for is the bottom of this video. one approve box. research, product, content, sales and ops all wait there for you
setup bits nobody mentions:
› you create a dot on desktop, app or web. not mobile. after that you can talk to it from your phone
› your first dot is inside the plan. more dots "later", no price yet
› enterprise, edu and healthcare get it as a beta. off until your admin switches it on
a month's head start on agents is worth more than a month's head start on any model. europe just handed it to the us
launching $WOW for World of Warcraft Forever
CA: 0x467c46E81Dd3b824a7D02f703bfe5621E3913dfa
The first AI agent that plays WoW while you work: auto-farm, auto-quest, auto-grind while you actually live your life
With WoW Forever Beta dropping soon, every player is about to lose their productivity to Azeroth
WOW flips it: the agent grinds, you keep your job
Holders: priority for new features
Everyone else: capped runtime + basic actions only
link: wowagent.app
fomo app: fomo.family/r/kaizetrades
10 AI links from this week’s roundup that are actually worth opening
not every item is a “service.” some are open-source tools, a live security replay, or a playbook. all of them have something concrete behind the link
1. Kimi K3 access on TokenRouter
check the current free quota and model availability before you build around it.
tokenrouter.com/models/?sear…
2. Draw Your Font
turn a photo of handwriting into TTF / WOFF / WOFF2 locally. free + open source.
github.com/danilo-znamerovsz…
3. Better Interface skills
an open-source agent skill pack for UI review, animation, accessibility, and product writing.
github.com/jakubkrehel/skill…
4. Claude of Duty
the prompt, architecture notes, and source for a one-prompt Three.js FPS experiment.
github.com/mshumer/Claude-of…
5. Hugging Face’s agent-intrusion replay
a 17,000-action incident reconstruction. useful if you care about what agent security failures look like in sequence.
huggingface-anatomy-of-front…
6. Claude’s new context-engineering rules
Anthropic cut roughly 80% of Claude Code’s system prompt. the write-up explains why less overlapping instruction can work better.
teapawt.net/trq212/status/20807109…
7. Kimi K3 + Blender MCP
a practical breakdown of a model controlling an editable Blender scene through tools, screenshots, and iteration.
teapawt.net/irinatoxi/status/20805…
8. a prompt for removing obvious AI-writing tells
teapawt.net/0xPia/status/208247372…
9. ChatGPT Voice as a mobile work handoff
not magic, but a useful example of capturing tasks while walking and letting them land on your computer.
teapawt.net/alexfinn/status/208140…
10. Pangram’s AI-in-your-feed report + Chrome extension
useful both as a slop map and a reminder to make your own posts worth reading.
pangram.com/blog/ai-in-your-…
I don’t think you understand what ChatGPT Voice unlocks
I went on a 4 hour hike yesterday. Through the northern California redwoods.
Got more work done in those 4 hours talking to Voice through my AirPods then I do in 8 hours at my desk
Work can be done ANYWHERE now
45 minute drive back using self driving? Now 45 minutes I can talk to Voice and work on side projects
20 minutes in the cafe? I can sit and talk to Voice and when I get home I have drafts on my computer for my newsletter for the next month
Being able to just use your voice to talk to a super intelligence that controls your computer is unlike anything we’ve ever experienced before
I don’t even care that the voice sounds human like, or you can interrupt it, or any of the wild advancements they made to the tech
It’s the fact that it can control my computer, meaning all I need to get incredible work done is talk through my AirPods anywhere in the world that is the major game changer for me
I don’t think people truly understand the implications of this yet
Why even have a desk or monitor anymore. Work can be done ANYWHERE now
The key is your set up:
1. Choose one device (preferably an always on desktop) as your main “headquarters” device all your work gets done on
2. Get the ChatGPT app on all your other devices (iPhone, iPad, laptops, Mac Minis)
3. Set up ‘connections’ in your settings so that all your ‘node’ devices can control your ‘headquarters’ device
4. Go legit anywhere in the world. Turn on Voice. Ask it to brief you on your projects, give you a recommended next step, then spin up new threads to do work
I really don’t think work looks the same moving forward.
I just reserved my Cloudflare Wallet tag: typakon4.cloudflare.pay.
Reserve yours now at cloudflare.pay


























