50 karma · joined June 2, 2013
The post focuses on:
- What each algorithm is actually doing under the hood
- Where each one works well (and where it doesn’t)
- Why Canny feels “better” in many cases but costs more compute
- Practical tradeoffs rather than just theory
The tool runs entirely client-side, so no images are uploaded to a server.
Would love feedback from folks who’ve used these algorithms in production or teaching.
This post walks through a pattern for wiring a custom job queue into n8n using webhook callbacks, with a focus on idempotency, explicit job state transitions, and failure recovery rather than “happy path” demos.
Curious how others are handling this in production: - How do you design your callback contracts and job state machine? - What patterns have worked (or failed) for idempotent callbacks and retries? - Any war stories from running webhook-heavy n8n (or similar) setups at scale?
Some problems: - Single unhandled error cascades through your entire workflow - No visibility into what failed or why - No automatic recovery from transient failures - Webhooks are wide-open security holes
General Solutions: - Centralized error workflows that capture full failure context - Exponential backoff retry logic - Try/Catch blocks for risky operations - Webhook authentication with HMAC validation
Also included: An interactive retry logic simulator, webhook security tester, and a complete production deployment checklist.
Would love feedback from HN on what else should be covered for production n8n deployments.
I have been working with large JSON objects quite a lot in recent past. One of the main problems I see with every online JSON formatter out there is that if I need to work with multiple JSON then I have to open multiple tabs and there was no way to keep track of where what is. I created jsontoolbox to scratch my own itch and may be help others who might have similar problems.
Here are some features -> 1. Format/Minify multiple JSON on the same page. 2. Copy a sub object/value in a single click. 3. Copy minified string in a single click on formatter. 4. Name every JSON and quickly download with same file name.
Hope this is useful for some one else as well. Looking for feedback.
-Sourabh