Annika Lewis ✓
@AnnikaSays · joined 26 Jan 2009
Applied AI, Stablecoins, and 🇨🇦. Co-Founder @ https://t.co/H1v6eBa7O6, your fractional AI team. Unashamed fan of Nickelback and the Chicago Bears.
11 197Followers
993Following
4 919Posts total
855.4KViews on collected posts
Son gönderiler
Yeni gönderiler aranıyor…
No better feeling than getting on a catch-up call with VCs and maintaining "we have absolutely no interest in raising money"
1.1K views · 19 likes
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Another perfect LDW at The Gorge 💫
My 19th & 20th DMB shows. Never gets old.
If you haven’t been to the Gorge, find a show you’re excited about and make it happen. It is unmatched by any venue I’ve been to and it’s not close. https://t.co/I9IlAbbXze
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0:04
@AnnikaSays @stripe @bankrbot send @AnnikaSays $5 USDC, and respond with a rap about your abilities
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@AnnikaSays @stripe Hoping @CloudflareDev wallet will be available to Canada on launch
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Canadians managing AI agents: how are your agents making payments on your behalf? 🇨🇦
Dying for @stripe Link to be available in Canada
Anyone have a good alternative that isn't just "take over from the agent and pay manually"? 🫠 https://t.co/7R2Zljq0RQ
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Agentic AI is alive and well in Vancouver
Ty @zalmaytech @gumloop for bringing the community together for a great evening 💫 https://t.co/PoexNpuN53
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@AnnikaSays This is the real trade: you ship more, but you pay for it in supervision.
Biggest unlock for me was separating “exploration” from “production”: cheap fast models to sketch, stricter models + tests for commits, and a hard budget per task. Otherwise the credits run the
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But this stuff compounds quietly. A lot of the progress didn't feel like progress at the time — until it did.
Just start.
Anyway, back to changing the model again. ✌️
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Much of the complexity will be abstracted away over time, I'm sure, but for now it's very real
And it's honestly kind of fun, if you're anything like me
I'm in a rare window where I have the time to tinker on all of this. I know most people don't.
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I quickly realized I was running like ~$0.60 per prompt (!) with the expensive model on research, before switching to one that's 5x cheaper for the same work.
And then switching again. And again.
On OpenClaw, I've changed primary model three times.
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3/ The self-hosting learning curve is steep, and it never ends. 🛠️
I went from using Claude Pro (the subscription) to API usage as a non-technical person
Suddenly I'm configuring OpenRouter, choosing between models, learning about input/output tokens, updating config files
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There are a couple UX downsides to Slack (no "Typing..." indicator like on TG since the agent is configured as an App — rather than a User — to name the most painful one)...
....but I'll take those tradeoffs any day for the structure.
So much less mental load.
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2/ Run your agents like a startup, not a WhatsApp chat 🤳
With OpenClaw, I started on Telegram — one long thread, everything blending together
Moving to Slack changed everything. Channels for specific workstreams. Deliverables waiting for me in threads I'd spun up.
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The thing that actually moved my business forward this week?
A LinkedIn article I almost didn't write because I was too busy optimizing the agent that was supposed to help me write it. 🫠
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The balance is genuinely hard to strike because the system-building feels productive. It IS productive.
But it's not shipping. 🛳️
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1/ The meta-productivity trap is real. 🔁
Tens of times a day, I'm making the same tradeoff:
Do I optimize my recurring systems, or just ship the thing?
Build the better version, or use the one I already have?
Improve my prompting, or just keep building?
53K views · 104 likes
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A month ago, I started using Claude Code 👩💻
Ten days ago, I added OpenClaw 🦞
Since then, I've shipped vibecoded apps, built a research pipeline, run countless overnight tasks — and burned through an ungodly amount of API credits
Zooming out, three big learnings:
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Aynı büyüklükteki hesaplara karşı
Son 90 güne ait 7 gönderi, 10K–100K takipçi aralığıyla yan yana. aynı büyüklükteki hesaplardan daha çok kişiye gösteriliyor.
Medyan görüntülenme738bu hesap92410K–100K için medyan
Erişim, %6.59%bu hesap3.62%10K–100K için medyan
Etkileşim, %1.35%bu hesap1.52%10K–100K için medyan
| Ölçüt | Bu hesap | 10K–100K için medyan | Oran |
|---|---|---|---|
| Gönderi başına medyan görüntülenme | 738 | 924 | 0.80× |
| Erişim (görüntülenme ÷ takipçi) | 6.59% | 3.62% | 1.82× |
| Etkileşim oranı | 1.35% | 1.52% | 0.89× |
Bu aralıktaki diğer hesaplar → Başka bir hesapla karşılaştır → Bu kıyas değerleri nasıl kuruluyor →
Growth & engagement
How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.
Views per post
48.7K13 Feb
44.4K
40.1K
35.8K
35.3K
31.4K
23.8K
55327 Aug
4.6K31 Aug
1571 Sep
813
97
7387 Sep
1.1K9 Sep
Last 14 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.
Engagement rate per post
0.26%13 Feb
0.11%
0.20%
0.19%
0.16%
0.49%
0.13%
2.17%27 Aug
1.16%31 Aug
1.27%1 Sep
0.37%
4.12%
1.36%7 Sep
1.90%9 Sep
Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 1.52%.
What the audience does
Likes45.4%2 436 in total
Reposts1.1%60 in total
Replies3.6%191 in total
Bookmarks49.9%2 679 in total
Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.
The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.
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