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Aakash Verma

@VermaAakash3 • 27,600 subscribers

AI Guy || Encouraging the sharing of AI Insights || AI Tools || 107K LinkedIn Audience. For Collab Query : [email protected]

Shorts

CapCut Black Friday brings 60% OFF Pro and 40% OFF Ultra! Oct 20–30, only on CapCut Desktop. A creative promo needs more than eye-catching visuals. Every cut, sound, and transition should help sell the idea. With CapCut PC, I can bring AI-generated scenes into a multi-track timeline, refine the pacing, and layer effects to turn an initial concept into a polished Black Friday marketing video. From the first draft to the final cut, the creative control stays in your hands. #capcutpc #capcutmarketing #capcutsale #capcutblackfriday

CapCut Black Friday brings 60% OFF Pro and 40% OFF Ultra! Oct 20–30, only on CapCut Desktop. A creative promo needs more than eye-catching visuals. Every cut, sound, and transition should help sell the idea. With CapCut PC, I can bring AI-generated scenes into a multi-track timeline, refine the pacing, and layer effects to turn an initial concept into a polished Black Friday marketing video. From the first draft to the final cut, the creative control stays in your hands. #capcutpc #capcutmarketing #capcutsale #capcutblackfriday

31,035 views

Free afternoon. Plenty of saved ideas. Somehow, no idea what to do. I built Side Quest Jar with Eazo to help me choose a small adventure that fits my time, budget, and energy. Here’s how that thought became an app 🧵

Free afternoon. Plenty of saved ideas. Somehow, no idea what to do. I built Side Quest Jar with Eazo to help me choose a small adventure that fits my time, budget, and energy. Here’s how that thought became an app 🧵

38,602 views

Most AI image workflows still have the same problem: Generate. Download. Open another tool. Upload again. Repeat. Then I found a different way of working 👇

Most AI image workflows still have the same problem: Generate. Download. Open another tool. Upload again. Repeat. Then I found a different way of working 👇

133,105 views

Most multilingual benchmarks evaluate one language at a time, but many people in India switch languages naturally in conversation. So I shared the same sentence with Cartesia and Sarvam, moving from Hindi to English mid-way, just like everyday Hinglish. No translation, just natural code-switching. Here is the comparison.

Most multilingual benchmarks evaluate one language at a time, but many people in India switch languages naturally in conversation. So I shared the same sentence with Cartesia and Sarvam, moving from Hindi to English mid-way, just like everyday Hinglish. No translation, just natural code-switching. Here is the comparison.

62,123 views

Nano Banana Pro is incredible. Pair it with Gamma, and you have a complete creative studio right in your browser. I asked it to "Build a social media strategy for a $1B brand," and it produced a hyper-realistic grid in under a minute. Discover how it works: [Comment “Gamma” and I’ll send you 500 prompts to get started]

Nano Banana Pro is incredible. Pair it with Gamma, and you have a complete creative studio right in your browser. I asked it to "Build a social media strategy for a $1B brand," and it produced a hyper-realistic grid in under a minute. Discover how it works: [Comment “Gamma” and I’ll send you 500 prompts to get started]

284,864 views

This looks way too close to a real mountain bike shoot 👀 The camera movement, POV shots, jumps, landscapes… This is Wan 3.0 on Magnific. And it's currently up to 40% OFF until September 30.

This looks way too close to a real mountain bike shoot 👀 The camera movement, POV shots, jumps, landscapes… This is Wan 3.0 on Magnific. And it's currently up to 40% OFF until September 30.

35,977 views

Creators won’t notice this immediately. But it’s a big shift. Freepik is now Magnific. Not a rename. Not a pivot. Just the platform finally matching the level it already operates at. Here’s what changed 🧵👇

Creators won’t notice this immediately. But it’s a big shift. Freepik is now Magnific. Not a rename. Not a pivot. Just the platform finally matching the level it already operates at. Here’s what changed 🧵👇

61,356 views

Videos

VermaAakash3's profile picture

Alright, this one’s worth your attention if you’re building or deploying agents. Future AGI just open-sourced their entire platform and i don’t mean a trimmed-down version. this is the full stack: UI, backend, simulation engine, evals, optimization loop, observability, guardrails, gateway, docs. all in one repo. Apache 2.0. I’ve been putting it through its paces on production agents, and what stands out isn’t just the breadth it’s the architecture. Most of the current “agent reliability” stack is fragmented. tracing lives in one tool, evals in another, guardrails somewhere else. you end up manually connecting dots, and the agent itself doesn’t really improve you just keep patching prompts and hoping for the best. This flips that model. It’s built as a closed feedback loop: simulate failures → evaluate in real time → detect production issues → learn from them → generate fixes → validate against real traffic → check regressions → redeploy → monitor again And when something new breaks, the loop just runs again. no manual glue. The simulation piece is especially strong. instead of static test cases, it generates adversarial, multi-turn conversations based on how your agent actually behaves basically hunting for the exact scenarios where your system fails confidently. ran a few thousand simulations on our side… caught things we definitely would’ve missed. Evals run fast (sub-50ms) across modalities. not LLM-as-judge trained classifiers. guardrails are built-in, not layered on top. observability gives you step-level visibility into reasoning, cost, latency, quality. But the real shift is the optimization loop. Most tools tell you *what* broke. this system actually fixes it, validates the fix, and ensures nothing else regresses. That’s the missing layer. It’s clearly built with production in mind not a research demo. and the fact that it’s self-hostable makes it even more relevant if you’re running serious workloads. If you’ve been duct-taping together infra around your agents, this is probably the closest thing to a unified system i’ve seen so far. Worth checking out. If you're serious about deploying reliable AI agents, this is worth a look: 👉 You can also try it instantly (no setup) via their cloud version:

Aakash Verma

22,915 views • 6 months ago

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