Accepted
From Idea to Live Web App: Building with Humans and AI Agents on Buzz
A beginner-friendly live build where a real product moves from an incomplete idea to a deployed web application, with humans and AI agents collaborating in Buzz.
Event Proposals
Review member-submitted ideas and support the topics you would attend.
proposals.index
547 proposals
- Accepted
Inside SQLx: How Rust Checks SQL Before Your Application Runs
The session follows a query through the boundary between Rust and the database: from the SQL text and bound parameters, through schema inspection and type analysis, to the Rust value returned to the application.
- Scheduled
Rust Data Pipelines: From Files to Clean Databases and Web Dashboards
A practical two-hour session on building reliable data pipelines in Rust, starting from messy input files and ending with clean data that can be stored, queried, and visualized in a web application.
- Proposed
API Contract Court: Break, Version, and Fix a Public API
A role-played engineering trial where client teams expose why breaking changes hurt.
- Proposed
API Design Fundamentals: Resources, Validation, Errors, and Versioning
A practical two-hour session on API Design Fundamentals, focused on Resources, Validation, Errors, and Versioning. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: June 7, 2026 - Proposed
API Documentation Basics: Examples, Error Cases, SDKs, and Change Logs
A practical two-hour session on API Documentation Basics, focused on Examples, Error Cases, SDKs, and Change Logs. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: September 4, 2026 - Proposed
API Pagination Fundamentals: Offset, Cursor, Sorting, and Consistency
A practical two-hour session on API Pagination Fundamentals, focused on Offset, Cursor, Sorting, and Consistency. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: December 21, 2026 - Proposed
API Pagination Trap: Stop Losing Records Between Pages
Debug cursor logic, sorting stability, deleted records, and export consistency at scale.
Difficulty: Mixed Duration: 2 hours Target date: September 8, 2026 #api-design#data-consistency#pagination - Proposed
API Throttling Readiness: Partner Limits, Backoff, and User Feedback
A practical two-hour session on API Throttling Readiness, focused on Partner Limits, Backoff, and User Feedback. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intermediate Duration: 2 hours Target date: January 20, 2027 #api#rate-limits#resilience - Proposed
Accessibility Fundamentals for Web Apps: Navigation, Forms, and Contrast
A practical two-hour session on Accessibility Fundamentals for Web Apps, focused on Navigation, Forms, and Contrast. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: July 7, 2026 - Proposed
Accessibility Red Team: Break Your App With Only a Keyboard
Test a real interface with keyboard navigation, focus order, contrast, and screen-reader clues.
- Proposed
Account Abuse War Room: Stop Spam Without Punishing Real Members
Build a moderation and rate-limit response for signups, posts, invites, and messages.
Difficulty: Mixed Duration: 2 hours Target date: December 27, 2026 #abuse-prevention#moderation#rate-limits - Proposed
Admin Console Safety: Guardrails, Audit Trails, and Reviewable Bulk Actions
A practical two-hour session on Admin Console Safety, focused on Guardrails, Audit Trails, and Reviewable Bulk Actions. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
- Proposed
Admin Tool Design: Guardrails, Audit Logs, Search, and Bulk Actions
A practical two-hour session on Admin Tool Design, focused on Guardrails, Audit Logs, Search, and Bulk Actions. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intermediate Target date: November 27, 2026 - Proposed
Agile Delivery for Technical Teams: Scope, Risks, Estimates, and Review
A practical two-hour session on Agile Delivery for Technical Teams, focused on Scope, Risks, Estimates, and Review. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intermediate Duration: 2 hours Target date: June 25, 2026 - Proposed
Alert Fatigue Triage: Turn Noisy Monitoring Into Useful Signals
Audit alerts, remove noise, add ownership, and build escalation rules people trust.
- Proposed
Analytics Engineering Fundamentals: Models, Tests, Documentation, and Lineage
A practical two-hour session on Analytics Engineering Fundamentals, focused on Models, Tests, Documentation, and Lineage. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: August 9, 2026 - Proposed
Architecture Archaeology: Map a System From Traffic, Logs, and Source
Reverse-engineer a messy service so newcomers can understand how it really works.
Difficulty: Mixed Duration: 2 hours Target date: October 23, 2026 #architecture#documentation#systems - Proposed
Architecture Diagrams for Developers: Context, Containers, Components, and Tradeoffs
A practical two-hour session on Architecture Diagrams for Developers, focused on Context, Containers, Components, and Tradeoffs. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intermediate Duration: 2 hours Target date: November 21, 2026 - Proposed
Audit Trail Workshop: Reconstruct Who Changed What Before Trust Breaks
Design useful audit logs for admin actions, data changes, exports, and support access.
- Proposed
Authentication Fundamentals: Sessions, Cookies, Tokens, and Account Recovery
A practical two-hour session on Authentication Fundamentals, focused on Sessions, Cookies, Tokens, and Account Recovery. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: June 25, 2026 - Proposed
Authorization Fundamentals: Roles, Scopes, Policies, and Audit Trails
A practical two-hour session on Authorization Fundamentals, focused on Roles, Scopes, Policies, and Audit Trails. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: October 4, 2026 - Proposed
Backend Security Reviews: Auth, Inputs, Dependencies, and Logging
A practical two-hour session on Backend Security Reviews, focused on Auth, Inputs, Dependencies, and Logging. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intermediate Duration: 2 hours Target date: November 15, 2026 - Proposed
Background Jobs Fundamentals: Scheduling, Queues, Retries, and Visibility
A practical two-hour session on Background Jobs Fundamentals, focused on Scheduling, Queues, Retries, and Visibility. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.
Difficulty: Intro Duration: 2 hours Target date: October 29, 2026