Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
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
0
Building LLM Powered Features (lightning talk)
Radoslav Stankov
July 19, 2025
Tweet
Share
More Decks by Radoslav Stankov
See All by Radoslav Stankov
All you need is CSS
rstankov
0
51
Ruby on Rails The Single Engineer Framework
rstankov
0
8
Rails: The Missing Parts
rstankov
1
160
The dream that turned into nightmare
rstankov
0
250
The dream that turned into nightmare (lightning)
rstankov
0
78
Ruby on Rails - The Single Engineer Framework
rstankov
0
300
Living Without Exceptions
rstankov
1
260
One engineer company with Ruby on Rails
rstankov
2
750
Eliminating noise from your code
rstankov
0
140
Featured
See All Featured
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
10
980
It's Worth the Effort
3n
185
28k
Six Lessons from altMBA
skipperchong
28
3.9k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
331
22k
Embracing the Ebb and Flow
colly
86
4.8k
GitHub's CSS Performance
jonrohan
1031
460k
Making the Leap to Tech Lead
cromwellryan
134
9.4k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
47
9.6k
Statistics for Hackers
jakevdp
799
220k
How to Ace a Technical Interview
jacobian
278
23k
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