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0:22EN
Theo - t3․gg· 2026년 9월 12일Theo’s Take on GPT-6 Astra: A Next-Generation Model With Rough EdgesTheoTheo praises the model across coding and other tasks while warning that it can still over-engineer and get stuck in loops.모델과 학습AI cost & performance코딩 에이전트
슬라이드 9장1:16:51EN
Theo - t3․gg· 2026년 9월 11일Fable 5.1 vs GPT-6 Astra: Theo on Coding, Computer Use and CostTheoTheo compares the models through coding projects, 3D demos and agent workflows, and explains why he uses each for different jobs.코딩 에이전트AI cost & performanceComputer use+2
슬라이드 7장49:22EN
Theo - t3․gg· 2026년 9월 9일Theo’s AI Agent Workflow: Parallel Investigations, Review Loops and Safer MergesTheoA walkthrough of how Theo uses agents, remote previews and release safety nets to keep coding while running a company.코딩 에이전트개발 워크플로와 테스트Agent orchestration+2
슬라이드 8장26:33EN
Theo - t3․gg· 2026년 9월 9일Theo on AI Safety, Jacob Coxon’s Resignation and Model MonitorabilityTheoA researcher’s departure prompts Theo to examine competitive pressure, alignment and what adversarial tests reveal about monitoring model reasoning.AI SafetyAI Alignment안전과 거버넌스+2
슬라이드 7장28:36EN
Theo - t3․gg· 2026년 9월 7일Theo on Partial Understanding: Working in Large Codebases With AITheoReading Sean Goedecke on theory-building, Theo explains why engineers need useful mental models without memorizing an entire system.Software engineering코딩 에이전트Developer productivity+2
슬라이드 11장44:12EN
Theo - t3․gg· 2026년 9월 4일GPT-6 Astra: Theo’s Early Tests of Computer Use, 3D and CodingTheoTheo reviews launch-era pricing and benchmarks, shows projects built with the model, and recounts a frustrating PR-review failure.모델과 학습Computer use코딩 에이전트+2
슬라이드 10장55:06EN
Theo - t3․gg· 2026년 9월 3일Fable 5.1 in Practice: Theo on Costs, Agent Workflows and PR QualityTheoTheo reviews the launch, prompting guidance and his early coding experiments, including an observational comparison of pull requests.코딩 에이전트AI cost & performanceCode review & verification+2
슬라이드 2장0:24EN
Theo - t3․gg· 2026년 9월 3일Theo’s Low-Cost Experiment Auditing T3 Code Pull RequestsTheoTheo describes using an inexpensive model to review recently updated pull requests and proposes a recurring readiness check.Code review & verification코딩 에이전트AI cost & performance
슬라이드0:24EN
Theo - t3․gg· 2026년 9월 1일Theo’s Interpretation of OpenAI’s Decision on Cursor and AstraTheoTheo connects the end of the partnership to concerns about model distillation and access to Astra.OpenAIAI Strategy모델과 학습
0:28EN
Theo - t3․gg· 2026년 7월 3일Theo on the AI Bubble and the Value Beneath ItTheoTheo thinks AI is in a bubble, but says its underlying value remains an open question. He contrasts NFTs with the internet and its dot-com bust.AI StrategyInvesting
슬라이드 4장38:05EN
Theo - t3․gg· 2026년 7월 3일Why Theo Moved His Agent Work to Linux MachinesTheoLong-running coding agents, laptop CPU load and slow small-file operations led Theo to build a networked fleet. He demonstrates SSH, a hardware KVM and T3 Code for remote work.코딩 에이전트개발 워크플로와 테스트인프라와 배포+1
슬라이드 6장28:37EN
Theo - t3․gg· 2026년 7월 1일Theo Tests Sonnet 5 and Explains Fable’s ReturnTheoTheo compares model benchmarks and his own coding tests, finding promise in Sonnet’s subagent orchestration but questioning its task costs.Anthropic코딩 에이전트Agent orchestration+2
슬라이드 2장2:19EN
Theo - t3․gg· 2026년 7월 1일Theo on Sonnet 5: Agent Orchestration and Token CostsTheoTheo welcomes Sonnet 5's ability to coordinate subagents while questioning its token efficiency. He also discusses the introductory pricing announced at release.Anthropic코딩 에이전트Agent orchestration+1
슬라이드 6장31:30EN
Theo - t3․gg· 2026년 6월 30일Why Some AI Models Use Fewer Tokens to Solve a TaskTheoTheo explains input, output, caching and reasoning tokens, then explores a hypothesis about terse internal reasoning.AI cost & performanceReasoning & test-time computeKV caching & prefix reuse+2
0:33EN
Theo - t3․gg· 2026년 6월 30일Theo on Shared AI Conversations and Team CollaborationTheoA shared Claude conversation in Slack lets teammates see and continue the same work. Theo argues that this kind of collaboration differs from a GitHub-centered workflow.Human-AI Collaboration개발 워크플로와 테스트
슬라이드 4장22:43EN
Theo - t3․gg· 2026년 6월 29일Mac Prices, Unified Memory and Local AI: Theo’s Buying Trade-offsTheoTheo explains why high-memory Macs appealed for local inference and how rising component prices changed his comparison with PCs.Local inference인프라와 배포AI cost & performance+1
슬라이드 6장30:08EN
Theo - t3․gg· 2026년 6월 27일GPT-5.6’s Limited Preview: Benchmarks, Agent Risks and AccessTheoTheo reviews the launch-era announcement, published evaluations and reported agent incidents, while questioning the balance between safety and broad access.OpenAI안전과 거버넌스에이전트 엔지니어링+2
0:48EN
Theo - t3․gg· 2026년 6월 26일Theo Responds to Karpathy’s Discussion of Claude in SlackTheoTheo says a post about tagging Claude in Slack may seem surprising, but he sees lessons for the AI industry in the feature.Human-AI CollaborationAI interface design
슬라이드 2장19:24EN
Theo - t3․gg· 2026년 6월 26일Theo on Google’s Coding Agents, Departures and Internal ExperimentsTheoTheo distinguishes model knowledge from agent behavior and argues that organizations need room for useful prototypes.Gemini코딩 에이전트Company Culture+1
슬라이드 4장20:47EN
Theo - t3․gg· 2026년 6월 25일From Chatbots to Team Agents: Theo on Karpathy’s Claude Tag ThesisTheoTheo explores shared channel context, asynchronous agents and the trade-off between a ready-made team workflow and model choice.Human-AI CollaborationAI agentsAgent memory+2
슬라이드 4장19:57EN
Theo - t3․gg· 2026년 6월 24일Theo on the Fable 5 Restrictions: Security, Lawsuits, and Open ModelsTheoAfter access to Anthropic’s Fable 5 and Mythos 5 was suspended in June 2026, Theo examines the government’s stated security concerns and the questions they raised for developers.AnthropicAI RegulationAI security+2
0:45EN
Theo - t3․gg· 2026년 6월 23일Theo: Build Things by Solving Your Own ProblemsTheoChoosing a project can feel daunting. Theo starts with a problem he actually has and follows the next problems it reveals.Product engineeringCreativitySoftware engineering
슬라이드 2장44:34EN
Theo - t3․gg· 2026년 6월 22일Theo’s Six Ideas for Better Developer Tools and PlatformsTheoFrom safer package distribution to an open mobile platform and unusual AI benchmarks, Theo shares projects he hopes others will build.Developer productivitySoftware engineering코딩 에이전트+2
0:26EN
Theo - t3․gg· 2026년 6월 22일Theo on Agent Workflows: Don't Predefine Every PersonaTheoTheo explains his initial skepticism about orchestrating multiple coding agents and why he sees predefined personas as a poor fit for AI's dynamic nature.Agent orchestrationMulti-agent systems코딩 에이전트
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