Evgeny Ogryzkov | Indie AI Builder

Indie AI builder | Local-first LLMs & agent systems enthusiast | Cloud solutions architect | Sharing real builds & failures in public 🤖💻

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

The cheap volume wins in the article. Proven hooks, stitched CTA, agent runs the batch. The part that doesn’t transfer is order. If the main pipeline has no finished draft yet, adding the shorts path now splits focus across two unproven systems. One has to ship clean first.
What helps with the steps in the article:
• https://t.co/VTgDwvr86g : Handles the mass scrape of viral hooks and automatic CTA stitching in one batch. Direct open source version of the core pipeline without the paid tool.
• https://t.co/C1uZHeie2X : Structures agent goals and tracking so the “tell Claude make 10 vids and schedule” command stays reliable instead of breaking on every run.
• Postiz (the scheduler the article actually uses): https://t.co/dtuogFD4Na — pushes the whole month of stitched videos to YT, TT and IG automatically so the once-a-month check-in stays light.

[Will @athcanft]

https://t.co/oSvT5QUgv9

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@arena GLM-5.1 winning shows how much these rankings fluctuate. I moved from it to Claude Opus and cancelled OpenAI. Better to keep a few strong models and use the right one per task.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@GeminiApp Interesting feature. Already thinking about how to apply similar patterns in my own workflows.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@alexxubyte The most interesting and least explained part is Memory. How consolidation, pruning, decay, and conflict resolution between global and personal memory actually work.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@OpenAIDevs Good stats for tracking usage. Splitting by agents inside sessions would make it more useful.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@gmi_cloud Tested Nemotron a few months ago on a web Aquarium task. It didn’t perform well.
Has the quality improved noticeably since?

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@CloudflareDev @xai @Cloudflare Grok TTS is now supported in Cloudflare.
Good way to integrate it into my bot.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@adengpt Built an agentic system for marketing assets of the app I’m going to publish.
It produces TikTok video drafts and is expanding to full UGC deliverables.
“Milk the Winner” and “Distribution First” principles from your post turned out very useful.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@cyrilXBT I see what you mean.
After a month with the vault, agent output became noticeably less error-prone. They now hold much more project context — like working with a senior who knows all the architecture decisions.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@xai @Vapi_AI Is there voice cloning?

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@XFreeze Composer in Grok Build produced solid work on a complex Java Spring backend. Full flow from task to execution looked clean.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@xai Pretty decent work was done there

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@PrajwalTomar_ Claude Design + Claude Code remains the stronger combo for fast, high-quality code output.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@opencode Free MiniMax in OpenCode. Already testing it.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@xai Composer 2.5 is now available in Grok Build. This is where I will test it.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@ClaudeDevs Another reset. Week starts from scratch again.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@_catwu The new dynamic workflows are fast. My architecture with agents and gates is ready for integration. Still not sure I want it right now — autonomous loops are exactly where cost tracking matters.

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@0xdoug 😪

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@ClaudeDevs that night would be the night

[Evgeny Ogryzkov | Indie AI Builder @ogrizkov]

@claudeai ok, let's GO