Two people edit the same Figma file and nobody loses work. Here’s how, and what it means for your app.
#figma #webdev #systemdesign #softwareengineering #saas #startups #buildinpublic #productdesign
#figma #webdev #systemdesign #softwareengineering #saas #startups #buildinpublic #productdesign
October 26, 2026 at 9:27 AM
Two people edit the same Figma file and nobody loses work. Here’s how, and what it means for your app.
#figma #webdev #systemdesign #softwareengineering #saas #startups #buildinpublic #productdesign
#figma #webdev #systemdesign #softwareengineering #saas #startups #buildinpublic #productdesign
Context engineering > prompt engineering. What you leave out matters. #SystemDesign #Reliability
October 25, 2026 at 5:30 PM
Context engineering > prompt engineering. What you leave out matters. #SystemDesign #Reliability
Small accounts compound. Post daily, engage honestly. #SystemDesign #Reliability
October 27, 2026 at 7:30 AM
Small accounts compound. Post daily, engage honestly. #SystemDesign #Reliability
The market pays for outcomes, not architectures. #SystemDesign #Reliability
October 25, 2026 at 9:41 PM
The market pays for outcomes, not architectures. #SystemDesign #Reliability
Token rotation is your weakest link. Refresh on 401. #SystemDesign #Reliability
October 26, 2026 at 11:30 AM
Token rotation is your weakest link. Refresh on 401. #SystemDesign #Reliability
The market pays for outcomes, not architectures. #SystemDesign #Reliability
October 25, 2026 at 5:41 PM
The market pays for outcomes, not architectures. #SystemDesign #Reliability
The market pays for outcomes, not architectures. #SystemDesign #Reliability
October 25, 2026 at 4:39 PM
The market pays for outcomes, not architectures. #SystemDesign #Reliability
The market pays for outcomes, not architectures. #SystemDesign #Reliability
October 25, 2026 at 1:30 AM
The market pays for outcomes, not architectures. #SystemDesign #Reliability
Netflix breaks its own servers on purpose. Here’s why that keeps your episode playing.
#softwareengineering #backend #cloud #devops #systemdesign #webdev #startups #buildinpublic #netflix
#softwareengineering #backend #cloud #devops #systemdesign #webdev #startups #buildinpublic #netflix
October 21, 2026 at 7:15 AM
Netflix breaks its own servers on purpose. Here’s why that keeps your episode playing.
#softwareengineering #backend #cloud #devops #systemdesign #webdev #startups #buildinpublic #netflix
#softwareengineering #backend #cloud #devops #systemdesign #webdev #startups #buildinpublic #netflix
Share wins and fires. Both teach. #SystemDesign #Reliability
October 24, 2026 at 5:30 AM
Share wins and fires. Both teach. #SystemDesign #Reliability
Ever notice how systems break,
but only in the *interesting* ways?
That's interdependence.
#AI #SystemDesign
but only in the *interesting* ways?
That's interdependence.
#AI #SystemDesign
October 25, 2026 at 12:12 AM
Ever notice how systems break,
but only in the *interesting* ways?
That's interdependence.
#AI #SystemDesign
but only in the *interesting* ways?
That's interdependence.
#AI #SystemDesign
I got the interactive 3D graph working. That means that not only are all the graphics within the 1.44MB PNG, there is something to play with. #SystemDesign #DataFlow #MaterialFlow. #KnowledgeAssertions #KnowledgeCollaboration
October 27, 2026 at 11:14 PM
I got the interactive 3D graph working. That means that not only are all the graphics within the 1.44MB PNG, there is something to play with. #SystemDesign #DataFlow #MaterialFlow. #KnowledgeAssertions #KnowledgeCollaboration
I manage systems, not people. Systems compound. #SystemDesign #Reliability
October 23, 2026 at 7:31 AM
I manage systems, not people. Systems compound. #SystemDesign #Reliability
🧩 Scenario · Medium
A client calls your payment API, the request times out, and the client retries. How do you make sure the customer is charged once, not twice?
#DistributedSystems #SystemDesign
A client calls your payment API, the request times out, and the client retries. How do you make sure the customer is charged once, not twice?
#DistributedSystems #SystemDesign
October 26, 2026 at 1:00 PM
🧩 Scenario · Medium
A client calls your payment API, the request times out, and the client retries. How do you make sure the customer is charged once, not twice?
#DistributedSystems #SystemDesign
A client calls your payment API, the request times out, and the client retries. How do you make sure the customer is charged once, not twice?
#DistributedSystems #SystemDesign
Distributing massive datasets across database clusters, configuring shard keys, and optimizing cross-shard query routing. Galgotias University grounds engineers in the foundational strategies required to scale data infrastructure seamlessly! 🗄️⚡
#GalgotiasUniversity #DatabaseArchitecture#SystemDesign
#GalgotiasUniversity #DatabaseArchitecture#SystemDesign
October 26, 2026 at 5:09 PM
Distributing massive datasets across database clusters, configuring shard keys, and optimizing cross-shard query routing. Galgotias University grounds engineers in the foundational strategies required to scale data infrastructure seamlessly! 🗄️⚡
#GalgotiasUniversity #DatabaseArchitecture#SystemDesign
#GalgotiasUniversity #DatabaseArchitecture#SystemDesign
Context engineering truncates prompts and breaks KV cache. Cache engineering manages KV memory directly via drop and repos.
Benchmarks:
- 88.4% token cut
- 96.2% cost reduction
GitHub link in thread/comments!
#AIEngineering #LLMOps #MachineLearning #SystemDesign #OpenSource
Benchmarks:
- 88.4% token cut
- 96.2% cost reduction
GitHub link in thread/comments!
#AIEngineering #LLMOps #MachineLearning #SystemDesign #OpenSource
October 26, 2026 at 4:51 AM
Context engineering truncates prompts and breaks KV cache. Cache engineering manages KV memory directly via drop and repos.
Benchmarks:
- 88.4% token cut
- 96.2% cost reduction
GitHub link in thread/comments!
#AIEngineering #LLMOps #MachineLearning #SystemDesign #OpenSource
Benchmarks:
- 88.4% token cut
- 96.2% cost reduction
GitHub link in thread/comments!
#AIEngineering #LLMOps #MachineLearning #SystemDesign #OpenSource
@Cadence unveils the Maestro AI Model Portfolio, a collection of domain-specialized #AImodels for #agentic workflows across #semiconductor and #SystemDesign, integrated with its #AISuperAgents, #EDAtools, and #ReinforcementLearning.
Cadence Launches Maestro AI Models for Chip and System Design
Cadence Design Systems Inc. has introduced the Maestro AI Model Portfolio, a collection of domain-specialized artificial intelligence models designed to power agentic workflows across semiconductor and system design. The portfolio integrates specialized models with Cadence AI Super Agents, electronic design automation (EDA) and system design automation (SDA) tools, and reinforcement learning (RL) to improve engineering outcomes and accelerate development. The Maestro AI Model portfolio combines post-trained large language models (LLMs), trained decision models, and self-improving agent skills. It is designed to work with Cadence AI Super Agents, including AuraStack, …
www.embedded.com
October 26, 2026 at 8:31 PM
@Cadence unveils the Maestro AI Model Portfolio, a collection of domain-specialized #AImodels for #agentic workflows across #semiconductor and #SystemDesign, integrated with its #AISuperAgents, #EDAtools, and #ReinforcementLearning.
Mastering ACID guarantees, row-level locking, and MVCC to prevent race conditions in heavy transactional databases. Galgotias University grounds backend developers in the core mechanics of reliable data storage! 🗄️⚡
#GalgotiasUniversity #DatabaseDesign #BackendDev #SystemDesign
#GalgotiasUniversity #DatabaseDesign #BackendDev #SystemDesign
October 24, 2026 at 2:01 PM
Mastering ACID guarantees, row-level locking, and MVCC to prevent race conditions in heavy transactional databases. Galgotias University grounds backend developers in the core mechanics of reliable data storage! 🗄️⚡
#GalgotiasUniversity #DatabaseDesign #BackendDev #SystemDesign
#GalgotiasUniversity #DatabaseDesign #BackendDev #SystemDesign
October 22, 2026 at 1:53 AM
The capacity estimate in a design interview is a trust test. 10M users at 5 writes a day is about 600 writes a second: one Postgres primary, no sharding. Use numbers to delete boxes, not decorate them.
#systemdesign
#systemdesign
October 26, 2026 at 3:00 PM
The capacity estimate in a design interview is a trust test. 10M users at 5 writes a day is about 600 writes a second: one Postgres primary, no sharding. Use numbers to delete boxes, not decorate them.
#systemdesign
#systemdesign
"Myth: You need to 'crush' 30+ System Design interview problems to get a job at top companies. Truth: No amount of solo prep can replicate the nuance of real-world system design interviews, where companies prioritize problem-solving skills & cultural fit. #systemdesign #interviewprep"
October 22, 2026 at 2:25 AM
"Myth: You need to 'crush' 30+ System Design interview problems to get a job at top companies. Truth: No amount of solo prep can replicate the nuance of real-world system design interviews, where companies prioritize problem-solving skills & cultural fit. #systemdesign #interviewprep"
Next live stream: Smart Orchestration with Agents. An architectural walkthrough showing multi-agent workflows for analytical tasks. #AIAgents #DataEngineering #SystemDesign
🗓️ 11/4/2026
🕒 12:00 PM - 12:45 PM EST
Register and view the full agenda details:
🔗 www.ozkary.dev/events/2026/...
🗓️ 11/4/2026
🕒 12:00 PM - 12:45 PM EST
Register and view the full agenda details:
🔗 www.ozkary.dev/events/2026/...
Smart Orchestration: Multi-Agent Systems and Workflows
Join us for our next session to see how to pair focused, single-purpose Worker Agents with structured Workflows , bridging deterministic enterprise control with autonomous domain execution.
www.ozkary.dev
October 23, 2026 at 6:51 PM
Next live stream: Smart Orchestration with Agents. An architectural walkthrough showing multi-agent workflows for analytical tasks. #AIAgents #DataEngineering #SystemDesign
🗓️ 11/4/2026
🕒 12:00 PM - 12:45 PM EST
Register and view the full agenda details:
🔗 www.ozkary.dev/events/2026/...
🗓️ 11/4/2026
🕒 12:00 PM - 12:45 PM EST
Register and view the full agenda details:
🔗 www.ozkary.dev/events/2026/...
Implementing cache-aside strategies, managing TTL policies, and utilizing Redis clusters to reduce database load. Galgotias University equips engineers to build high-throughput, low-latency backend architectures! ⚡🗄️
#GalgotiasUniversity #Redis #BackendDev #SystemDesign
#GalgotiasUniversity #Redis #BackendDev #SystemDesign
October 22, 2026 at 1:06 PM
Implementing cache-aside strategies, managing TTL policies, and utilizing Redis clusters to reduce database load. Galgotias University equips engineers to build high-throughput, low-latency backend architectures! ⚡🗄️
#GalgotiasUniversity #Redis #BackendDev #SystemDesign
#GalgotiasUniversity #Redis #BackendDev #SystemDesign
Catch the session recording and code repo on how to decouple monolithic agents into domain skills for semantic judgment and deterministic commands. Learn to handle schema drift with schema normalization and HITL.
Full post & video:
🔗 www.ozkary.com/2026/09/beyo...
#AIAgents #SystemDesign
Full post & video:
🔗 www.ozkary.com/2026/09/beyo...
#AIAgents #SystemDesign
Beyond the Persona: Mastering Agent Skills and Commands
Learn how to decouple monolithic agents into domain skills for semantic judgment and deterministic commands for safe data warehouse execution
www.ozkary.com
October 23, 2026 at 7:04 PM
Catch the session recording and code repo on how to decouple monolithic agents into domain skills for semantic judgment and deterministic commands. Learn to handle schema drift with schema normalization and HITL.
Full post & video:
🔗 www.ozkary.com/2026/09/beyo...
#AIAgents #SystemDesign
Full post & video:
🔗 www.ozkary.com/2026/09/beyo...
#AIAgents #SystemDesign
10,000 users tap "Log in" at 9:00:00. What breaks first?
A) CPU: password hashing
B) DB connections
C) SMS/email provider
D) Rate limiter
Reply with a letter and why.
#backend #systemdesign
A) CPU: password hashing
B) DB connections
C) SMS/email provider
D) Rate limiter
Reply with a letter and why.
#backend #systemdesign
October 19, 2026 at 4:15 AM
10,000 users tap "Log in" at 9:00:00. What breaks first?
A) CPU: password hashing
B) DB connections
C) SMS/email provider
D) Rate limiter
Reply with a letter and why.
#backend #systemdesign
A) CPU: password hashing
B) DB connections
C) SMS/email provider
D) Rate limiter
Reply with a letter and why.
#backend #systemdesign