Reviewing as Ada Nwosu

Admin seat · ada@democonf.example

Admin userBlind review

DevFlow Conf 2027 — Round 1

Agents & ToolingInfrastructure & ScaleProduct & Practice

15 / 17 done

Last active 7 Aug 2026 at 22:30

Everything17 To review2 Done15

The Economics of Context Windows
To reviewInfrastructure & ScaleAI Engineering

Building a Tool-Calling Runtime in 300 Lines

Agents & ToolingWorkshopIntermediate

Live-coded from an empty file: a minimal, debuggable tool-calling loop with cancellation, tracing and a sandbox, and what each abstraction buys you.

Speaker details are hidden for this round. Score the proposal on its own merits.

From the application

Have you presented this talk before?: Yes
Where and when did you present it, and what changed since?: Presented an earlier version at a regional meetup last autumn. This version adds nine months of production data and drops the speculative section.
Do you need travel support to attend?: Yes

Your scorecard

Scoring as Ada Nwosu.

Score 1-5 on relevance, novelty and the speaker's evidence for their claims. Most solid talks land at 3 or 4; reserve 5 for something you would rearrange your day to see. Leave a comment for anything you score 2 or below — we pass anonymised feedback back to submitters.

Score (1 lowest — 5 highest)

Recommendation

Comments for the organizers

Shared with the programme team on the submission page. Never sent to the speaker automatically.

Private note