
tech media is boring but not me | building cool stuff | DM for work & Collabs . mail: [email protected]
Joined May 2024
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Priya retweeted
Heard PALs and griffin are coming
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
Priya retweeted
Merch link in bio? Wanna cop
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
Priya retweeted
Whats with all the cocks?
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
Priya retweeted
OOMF, did I miss you here? Who's in your OOMF??
Make yours: oomfiwaanna.emergent.host
Are vibe coders even aware of...
1. Race Conditions
2. Deadlocks
3. Database Transactions
4. ACID Properties
5. Isolation Levels
6. Optimistic Locking
7. Pessimistic Locking
8. Connection Pooling
9. N+1 Queries
10. Database Indexes
11. Query Optimization
12. EXPLAIN ANALYZE
13. Foreign Key Constraints
14. Unique Constraints
15. Database Migrations
16. Zero-Downtime Migrations
17. Read Replicas
18. Replication Lag
19. Database Sharding
20. Partitioning
21. Cache Invalidation
22. Redis Eviction
23. Cache Stampedes
24. Distributed Caching
25. Idempotency
26. Retry Mechanisms
27. Exponential Backoff
28. Jitter
29. Circuit Breakers
30. Rate Limiting
31. Load Balancing
32. Horizontal Scaling
33. Vertical Scaling
34. Reverse Proxies
35. Message Queues
36. Dead Letter Queues
37. Background Workers
38. Job Scheduling
39. Event-Driven Architecture
40. Webhook Verification
41. Webhook Retries
42. Eventual Consistency
43. Distributed Transactions
44. Outbox Pattern
45. CQRS
46. Event Sourcing
47. Backpressure
48. Graceful Shutdown
49. Health Checks
50. Distributed Tracing
GPT-5.6 Sol? the PHP vulnerability researcher?
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites.
Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors.
Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact.
This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare.
openai.com/index/coordinated…
Readers added context they thought people might want to know
OpenAI may claim a role in the coordinated response and patching process. But the initial discovery and exploit development, however, occurred several months earlier by an independent researcher.
x.com/lcfr_hax/statu…
Cutiess, im trying to grow my insta again!
All my lovely mutuals, let’s connect on insta too!!! 🌻❤️
instagram.com/loop.and.pixel…
Priya retweeted
Better task decomposition could be a major advantage for building reliable AI agents.
Aloha!🌺 Meet Ornith-1.5-122B: No Tradeoff Between Strong and Fast
Stronger. Faster. Leaner. Ornith-1.5-122B delivers frontier-level capabilities with exceptional inference efficiency. With superior instruction following, stronger task decomposition, and deeper understanding of real-world workflows, it achieves state-of-the-art performance among open-source models of comparable size, while running on a single NVIDIA DGX card!!
Open weights under the MIT license.
Coding
✅SWE-bench Verified: 0.845
✅TB2.1: 0.813
✅CyberGym: 0.800
✅NL2Repo: 0.512
Agentic
✅HLE: 0.446
✅BrowseComp: 0.785
✅MCP-Atlas: 0.746
✅Toolathlon: 0.708
🤗Hugging Face: huggingface.co/ornith-ai/Orn…
We can’t wait to see what you build with Ornith-1.5-122B.
Priya retweeted
Your home has workout gear hiding in plain sight 👀
we’ll start: two water bottles for bicep curls 💪
Your turn! Drop one household item picture and the exercise you’d use it for 👇
Priya retweeted
How ai makes me feel every min
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
How ai makes me feel every min
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
Priya retweeted
MaxGlove is worth watching. Robots need more than visual data to interact with the real world understanding grip force and pressure is crucial to knowing when an object is about to slip before it falls.
Robots learn by watching people work. Most of what they watch is staged.
At @Maxinsights, we capture real work at natural speed in real homes, restaurants, and hotels. 2M+ hours so far.
Today we’re announcing a $30M seed round led by @PeakXVPartners, plus two new products:
MaxLoop: same-day quality scores on every clip
MaxGlove: touch and force data a camera can't capture
Thank you to our investors, builders, operators and customers. More to come.
Would love to know how MaxLoop measured the 90% drop in human auditors on self-collected hand-tracking footage
Robots learn by watching people work. Most of what they watch is staged.
At @Maxinsights, we capture real work at natural speed in real homes, restaurants, and hotels. 2M+ hours so far.
Today we’re announcing a $30M seed round led by @PeakXVPartners, plus two new products:
MaxLoop: same-day quality scores on every clip
MaxGlove: touch and force data a camera can't capture
Thank you to our investors, builders, operators and customers. More to come.
Priya retweeted
Running a creative business gets easier when everything is connected in one place.
@_MonoDesk brings client communication, proposals, project timelines, approvals, time tracking, and invoicing together in a single workspace.
No more switching between scattered tools or chasing updates across different apps. Just a clearer view of your projects, finances, and next steps, so you can spend less time on admin and more time doing the work that matters.
You know us as your creative asset toolkit.
Now meet @_MonoDesk, a whole new app from our team, built to handle the boring bits of creative work.
Less time on proposals, chasing approvals and sending invoices. More time on the creative side of your business.
Priya retweeted
I asked claude opus 5.5 to create a lil lily of the valley island, and there's 2 people cooking on it.
Priya retweeted
Most AI video tools stop at making the video.
Fastlane v2 goes further. It creates an AI creator for each audience, makes their content and posts it across IG, TikTok and Shorts.
Real-looking content at this scale is going to change what "UGC" even means.
🤝 Paid partnership


















