$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Building LLM Powered Features (lightning talk)
Search
Radoslav Stankov
July 19, 2025
0
33
Building LLM Powered Features (lightning talk)
Radoslav Stankov
July 19, 2025
Tweet
Share
More Decks by Radoslav Stankov
See All by Radoslav Stankov
Building LLM Powered Features
rstankov
0
91
Tips for Tailwind CSS
rstankov
0
17
All you need is CSS
rstankov
0
95
Ruby on Rails The Single Engineer Framework
rstankov
0
27
Rails: The Missing Parts
rstankov
1
200
The dream that turned into nightmare
rstankov
0
290
The dream that turned into nightmare (lightning)
rstankov
0
96
Ruby on Rails - The Single Engineer Framework
rstankov
0
320
Living Without Exceptions
rstankov
1
280
Featured
See All Featured
Being A Developer After 40
akosma
91
590k
Practical Orchestrator
shlominoach
190
11k
Music & Morning Musume
bryan
46
7k
Building a Modern Day E-commerce SEO Strategy
aleyda
45
8.3k
Become a Pro
speakerdeck
PRO
31
5.7k
Thoughts on Productivity
jonyablonski
73
5k
The Art of Programming - Codeland 2020
erikaheidi
56
14k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
26
3.2k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
37
2.6k
The Illustrated Children's Guide to Kubernetes
chrisshort
51
51k
A better future with KSS
kneath
240
18k
[SF Ruby Conf 2025] Rails X
palkan
0
490
Transcript
⚡lightning talk ⚡ Building LLM Powered Features " Radoslav
Stankov
None
#
Radoslav Stankov @rstankov rstankov.com
https://tips.rstankov.com
None
1.AGI 2.AI taking developers jobs 3.Vibe coding 4.How fast AI
moving 5.Agents / MCP I'm not talk about
None
LLMs are already incredible, and there is years of work
to be done to fully productize the capabilities that exist today.
None
None
None
None
None
MODEL GPU Network API
await fetch("https://api.openai.com/v1/chat/completions", { method: "POST", headers: { "Content-Type": "application/json", "Authorization":
"Bearer YOUR_OPENAI_API_KEY" }, body: JSON.stringify({ model: "gpt-4", messages: [ { role: "system", content: "You are a helpful assistant." }, { role: "user", content: "Explain what LLM is" } ], temperature: 0.7 }) });
Instructions (system prompt)
Input (user prompt)
None
None
None
Evals
None
None
None
None