Evaluations

19 scorecards still owed across 4 reviewers.

DevFlow Conf 2027 — Round 1

ClosedBlind review

Scores 1–59 Jul 2026 → 18 Aug 2026

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.

Blind review is on: reviewer queues hide speaker names, companies and biographies. Organizers still see everything on the submission page.

Reviewers: 4
In scope: 27
Reviews in: 34
Outstanding: 19

Reviewers

Each seat sees only the submissions in the tracks it is assigned. Open a queue to review as that person, or send a reviewer who is behind a reminder about the scorecards they still owe.

Reviewer	Tracks	Progress	Last active	Actions
Ada NwosuAdmin user · reviewer · ada@democonf.example	Agents & ToolingInfrastructure & Scale

Needs another look

Fewest scores first — computed live from the review rows, not the cached roll-up.

Proposal	Reviews	Average
Lightning: Agents in Production Q&A AcceptedAI Engineering	0 / 2

Top of the leaderboard

Highest average score. Abstentions are excluded from every average on this page.

Proposal	Reviews	Average
Prompt Caching, Batching and Other Boring Wins AcceptedInfrastructure & Scale	2 / 2reviewers routed	5.0
The RAG Is Dead, Long Live Retrieval AcceptedAI Engineering	2 / 2reviewers routed	5.0
Building a Tool-Calling Runtime in 300 Lines AcceptedAgents & Tooling	1 / 2reviewers routed	5.0
Cutting Inference Costs 70% Without Touching the Model AcceptedInfrastructure & Scale	1 / 2reviewers routed	5.0
Evals as a Product Surface: Making Quality Legible AcceptedAI Engineering	1 / 2reviewers routed	5.0
From Notebook to Nine-Nines: Productionising ML AcceptedInfrastructure & ScaleProduct & Practice	1 / 2reviewers routed	5.0
Your AI Pair Programmer Is Lying to You: Verification Patterns That Scale AcceptedAI Engineering	1 / 3reviewers routed	5.0
Zero-Downtime Model Rollouts PendingInfrastructure & Scale	1 / 2reviewers routed	5.0