interface matters (@8figureARR) header
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electrolyte enthusiast. streamlining geospatial workflows and data automation

sf
Joined July 2025
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elon is dumb you can’t penetrate walls with the spectrum band they use, but also ban starlink from directly providing wireless services on these same spectrums please and thank you
AT&T, Verizon, and T-Mobile are jointly lobbying the FCC to preserve existing rules as @SpaceX moves closer to launching its own independent cellular network that would compete directly with the three major U.S. carriers. On Oct 20th, reps from all three major U.S. wireless carriers met with FCC officials to push back against proposed changes that would give satellite companies more freedom to offer cellular service. The carriers urged the FCC to: • Block satellite companies from using certain 5G frequencies currently used by wireless carriers. • Keep rules requiring satellite companies to get permission from wireless carriers before using their licensed spectrum. • Allow wireless carriers to maintain control over these agreements, including the ability to end them. • Reconsider proposed interference limits to protect existing cellular networks. Based on all the public communications from these carriers, and the lobbying, they are clearly worried that SpaceX's @Starlink Mobile network is going to be a major competitor to them. Starlink Mobile will become the first network operator to deploy both satellite and terrestrial spectrum. The FCC recently announced that they are considering new rules that could make it easier for satellite companies like SpaceX to offer cellular service without relying as heavily on existing wireless carriers, so this is partly what the three big carriers are fighting against.
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so all this bitching about AI slop but it was human slop that was the real threat all along
I'm tired boss
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genuinely the most exciting frontier lab doing the most for the industry at the moment
🚀 Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. 🔗 github.com/deepseek-ai/DeepI… 1/4
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i hate merging my trillion dollar companies into one
Death by a thousand rebrands
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i can almost guarantee you lil guy had his agent spin up this list for him, ironic
Who's gonna tell vibe coders about... 1. SQL Injection 2. XSS 3. CSRF 4. CORS 5. SSRF 6. IDOR 7. Path Traversal 8. Mass Assignment 9. Clickjacking 10. Content Security Policy 11. Security Headers 12. Input Validation 13. Server-Side Authorization 14. Row-Level Security 15. Least Privilege 16. RBAC 17. Secrets Management 18. .env in .gitignore 19. API Key Rotation 20. Secret Scanning 21. Hashing vs Encryption 22. Password Salting 23. bcrypt & Argon2 24. JWT Expiry 25. Refresh Tokens 26. OAuth 2.0 27. OpenID Connect 28. Session Fixation 29. MFA 30. Brute Force Protection 31. Account Enumeration 32. Timing Attacks 33. File Upload Validation 34. Webhook Signature Verification 35. TLS Certificate Expiry 36. HSTS 37. Encryption at Rest 38. Dependency Vulnerabilities 39. Supply Chain Attacks 40. Threat Modeling 41. Indexes 42. EXPLAIN ANALYZE 43. N+1 Queries 44. Full Table Scans 45. Connection Pooling 46. Database Migrations 47. Down Migrations 48. Transactions 49. ACID 50. Isolation Levels 51. Deadlocks 52. Optimistic Locking 53. Pessimistic Locking 54. Normalization 55. Denormalization 56. Foreign Keys 57. Unique Constraints 58. Cascading Deletes 59. Soft Deletes 60. UUIDs vs Auto-Increment 61. Cursor-Based Pagination 62. Full-Text Search 63. Read Replicas 64. Replication Lag 65. Sharding 66. Partitioning 67. Hot Partitions 68. Postgres VACUUM 69. Materialized Views 70. Backups 71. Testing Your Restores 72. Point-in-Time Recovery 73. Change Data Capture 74. Outbox Pattern 75. ORM Lazy Loading 76. CAP Theorem 77. Eventual Consistency 78. Strong Consistency 79. Raft Consensus 80. Leader Election 81. Split Brain 82. Quorums 83. Clock Skew 84. Distributed Locks 85. Consistent Hashing 86. Bloom Filters 87. Two-Phase Commit 88. CQRS 89. Event Sourcing 90. Race Conditions 91. Backpressure 92. Load Shedding 93. Bulkheads 94. Jitter 95. Retry Storms 96. Cascading Failures 97. Thundering Herd 98. Cache Invalidation 99. Cache Hit Ratio 100. TTLs 101. Cache Warming 102. Write-Through vs Write-Back 103. Redis Eviction Policies 104. CDNs 105. Cache-Control Headers 106. ETags 107. Dead Letter Queues 108. Poison Messages 109. At-Least-Once Delivery 110. Exactly-Once Semantics 111. Message Ordering 112. Kafka Consumer Groups 113. Partition Keys 114. Background Jobs 115. Webhook Retries 116. DNS 117. DNS Propagation 118. HTTP Status Codes 119. HTTP Method Semantics 120. Keep-Alive 121. HTTP/2 122. WebSockets 123. Server-Sent Events 124. Long Polling 125. gRPC 126. Protocol Buffers 127. API Versioning 128. OpenAPI Specs 129. Backward Compatibility 130. Request Size Limits 131. Compression 132. Latency vs Throughput 133. Egress Fees 134. VPCs 135. Subnets 136. NAT Gateways 137. Firewalls 138. Security Groups 139. Service Mesh 140. Ingress Controllers 141. Health Checks 142. Liveness vs Readiness Probes 143. Graceful Shutdown 144. Connection Draining 145. Stateless Services 146. Failover 147. Multi-Region 148. Availability Zones 149. Single Points of Failure 150. Disaster Recovery 151. RTO & RPO 152. SLAs 153. SLOs 154. Error Budgets 155. Incident Response 156. On-Call 157. Runbooks 158. Postmortems 159. Chaos Engineering 160. Graceful Degradation 161. Autoscaling 162. Horizontal vs Vertical Scaling 163. Cold Starts 164. Capacity Planning 165. Load Testing 166. Memory Leaks 167. OOM Killer 168. Structured Logging 169. Log Levels 170. Log Rotation 171. Distributed Tracing 172. OpenTelemetry 173. Correlation IDs 174. Metrics Cardinality 175. p99 Latency 176. Alert Fatigue 177. Error Tracking 178. Profiling 179. Flame Graphs 180. Infrastructure as Code 181. Terraform State 182. GitOps 183. Blue-Green Deployments 184. Canary Releases 185. Rollbacks 186. Feature Flags 187. Environment Parity 188. Staging Environments 189. 12-Factor Apps 190. Multi-Stage Builds 191. Non-Root Containers 192. Image Scanning 193. Resource Requests & Limits 194. Pod Disruption Budgets 195. Semantic Versioning 196. Lockfiles 197. Reproducible Builds 198. Branch Protection
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if you didn't complain about the innumerable amount of human slop pre 2023 then respectfully stfu about AI slop
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an AR 15 works better but the french happily banned their means to self defence
🔴🇫🇷 𝗙𝗟𝗔𝗦𝗛 𝗜𝗡𝗙𝗢 — Un riverain de la rue de Saintonge, à Paris, jette des casseroles d’eau chaude sur les émeutiers pour protéger les commerces de sa rue contre les pillages.
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while it's true that i'm using technology more than ever due to AI, as the technology improves and matures the end goal for me is to actually use it less. as autonomous bots and agents blend seamlessly into the background and allow me to be more present in the real world, only bothering me when it needs clarity i wish more could see the world we're about to enter. no time for blackpills
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anti-ai bros simultaneously argue that ai poses an existential security risk to current software due to it's advanced cybersecurity capabilities, while at the same time arguing that LLM generated code sucks and we shouldn't use it because reasons
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in today’s episode of “random anon is smarter than the richest man in the world”
this guy has to be retarded like theres no way man
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so long as money remains fungible, granting benefits to non citizens shouldn’t even be possible, nor should wiring money out of the country.
NON-CITIZENS WIRED $56 BILLION BACK HOME LAST YEAR ALONE. THAT'S AFTER THEIR KIDS GOT FREE SCHOOL, FREE LUNCHES, AND FREE MEDICAL CARE PAID FOR BY YOU!
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while it's a good thing to point out the obvious multitude of lies we've been told in previous decades for profit, ultimately you grow up and realize that right or wrong isn't real. it's just a fiction we spin to feel good. winning vs losing is the only tangible.
Palmer Luckey says companies are exaggerating the cost of American manufacturing to justify staying in China: “They don’t want to admit that it is a choice.” 🇺🇸🇨🇳 “I don’t have a lot of sympathy for people who pretend that manufacturing in the U.S. is this impossible, order-of-magnitude problem. A lot of it is very self-serving. They want to justify why they’re in China. They want to justify why it’s OK for them to stay in China. They know that when sanctions hit as a result of a potential Taiwan conflict, they want to say, ‘Nobody could’ve predicted this, and I had no choice anyway.’ They don’t want to admit that it is a choice. If Chinese subsidized steel is a third of the price of American unsubsidized steel, a tariff isn’t going to work. But if the price difference really is 30%, then a tariff could bring the American steel industry back. It’s critically important to get this question right, and there aren’t enough people talking about it.”
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nobody, literally ever: doctors: i'll leave if you force me to pay lower taxes and let me practice medicine freely
As you vote, consider: 1. 55% of doctors say they’d leave Alberta if we voted to separate [AMA]. 2. 50% of Calgary businesses say they’d leave or reduce activity if we proceeded with separation process [Calgary Chamber]. 3. Bank of Montreal’s operating headquarters is Toronto.
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not trying to rain on this guys parade, but didn't electrons exist before edison/faraday/tesla found out how to harness them into electricity?
Not to rain on Elon's parade, but weren't Lockheed Martin basically doing the same thing in 1999?
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it's a true midwit signal if someone believes there is the most remote correlation between giving money to charities and organizations for "cancer research" and actually solving cancer if you really wanted to solve cancer, you'd be funding every frontier lab you could
This is funny because Elon literally cut 4 billion dollars worth of cancer research funding through @DOGE. "You'd hate him if he did something good!" Well.... he's literally doing the exact opposite of that good thing so here we are.
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so there we have it. he wants to be a hero. he’s mostly upset that he can’t be a hero anymore. hubris gets the best of us too, nobody is immune. by far the biggest reason people hate AI is overwhelmingly because it exposes all of us, and how mediocre we are.
Mathematician Terence Tao: "we're seeing the end of the romantic era of mathematics, the age of heroes. we're moving into an industrial era where math becomes large-scale, done in big teams like the other sciences" We're entering, rather unwillingly, a new era where exciting new things are possible, but some things are being lost
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asking how an AI is going to do an archaic holdover job from a human centric era is a telltale midwit signal. it’s like asking how a robot is going to replace a faulty analog volume button in a vehicle then tesla comes along and says “it’s all just a touchscreen now bro”
لن يستطيع الذكاء الاصطناعي القيام بذلك بسهولة
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the ebonics inspired retrofitting every expression into a shortened version + ass on the end like “dead serious” into “deadass” is grounds to start a revolution that results in a mass casualty event
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canadian banks will happily launder billions for drug cartels that kidnap, r4p3 and sex traffic young children and women but they won't bank someone for wanting less immigration, or more sensible fiscal policy. lmao. what can you even say anymore. let it fall.
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