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39 articles
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5 diapositives36:07EN
Theo - t3․gg· 27 oct. 2026Theo on Token Costs, Coding Agents, and the Price of AI CapabilityTheo Browne · Ping LabsA viral estimate of Lauren's AI spending prompts a closer look at cache pricing, benchmarks, and the changing work of coding agents.AI cost & performanceAgents de codeInference+1
5 diapositives30:37EN
Theo - t3․gg· 26 oct. 2026Theo’s Three Skills for Reviewing and Shipping with Coding AgentsTheo Browne · Ping LabsHow sol-loop, full-send and full-stop encode review, verification and different levels of merge authority.Agent skillsAgents de codeCode review & verification+2
2 diapositives0:43EN
Theo - t3․gg· 23 oct. 2026Theo Distinguishes Security Vulnerabilities from Active AttacksTheo Browne · Ping LabsA short explanation of why disclosed software flaws and reported attacks are different kinds of security news.CybersecuritySoftware engineering
6 diapositives29:22EN
Theo - t3․gg· 22 oct. 2026Theo on Security Vulnerabilities, Stolen API Keys and AITheo Browne · Ping LabsA look at the gap between vulnerability disclosure and patching, and a speculative account of why stolen inference keys may be valuable.CybersecurityAI securitySoftware engineering+1
4 diapositives31:13EN
Theo - t3․gg· 20 oct. 2026Theo on Why Smarter Models Help More Than DevelopersTheo Browne · Ping LabsFrom game modifications to compiler experiments, Theo revisits his assumptions about who benefits from more capable AI.Agents de codeDeveloper productivityHuman-AI Collaboration+1
4 diapositives31:47EN
Theo - t3․gg· 18 oct. 2026Theo on Asking Agents for Outcomes and Building the Tools They NeedTheo Browne · Ping LabsA tool-call report, a troubleshooting playbook and connected data show how prompting can reshape product engineering.Prompting & in-context learningAgents de codeIngénierie d’agents+2
5 diapositives48:04EN
Theo - t3․gg· 16 oct. 2026Theo Explains Scion, Anthropic’s Source-Control System for Agent-Scale WorkTheo Browne · Ping LabsA deep dive into server-side changesets, layered caches, migration results and the limits of a bespoke Git alternative.Software engineeringInfrastructure et déploiementAgents de code+2
7 diapositives38:30EN
Theo - t3․gg· 14 oct. 2026Theo Tests Gemini 4 Argon: Design Strengths and Code-Review ConcernsTheo Browne · Ping LabsA strong result on a narrow skateboarding benchmark contrasts with poor findings in Theo’s own codebase audits.GeminiAgents de codeÉvaluations+2
8 diapositives38:02EN
Theo - t3․gg· 13 oct. 2026Meta’s Muse Wonder Full: A Coding Agent Tested Against Opus and SolTheo Browne · Ping LabsTheo Browne tests Meta’s new model on code review, debugging, delegation and benchmarks, finding promising strengths alongside important limits.Agents de codeAI cost & performanceModèles et entraînement
7 diapositives18:18EN
Theo - t3․gg· 12 oct. 2026Why AI Bills Can Rise as Intelligence Gets CheaperTheo Browne · Ping LabsTheo Browne explains the difference between token prices, task costs and capability, and why more useful agents can still drive larger bills.AI cost & performanceAgents de codeModèles et entraînement
0:23EN
Theo - t3․gg· 12 oct. 2026Why Theo Would Wait Before Upgrading for UltrafastTheo Browne · Ping LabsA short cost comparison leads Theo Browne to caution against upgrading to the $500 tier solely for Astra Ultrafast.Agents de codeAI cost & performance
8 diapositives47:40EN
Theo - t3․gg· 10 oct. 2026How Theo Used AI Agents to Port TypeScript to RustTheo Browne · Ping LabsThe TS Rust experiment combines a Go-to-Rust compiler port, subscription-based agent work and a prototype developer loop inside a V8 isolate.Agents de codeDeveloper productivitySoftware engineering
8 diapositives41:10EN
Theo - t3․gg· 9 oct. 2026Haiku 5.5: Where a Cheaper Small Model Helps Coding AgentsTheo Browne · Ping LabsTheo Browne examines Haiku 5.5 pricing, benchmark results and practical tests, including a failed pull-request audit.Agents de codeAI cost & performanceModèles et entraînement
6 diapositives33:33EN
Theo - t3․gg· 7 oct. 2026Is the $200 Codex Plan Still Worth It?Theo Browne · Ping LabsTheo Browne compares subscription usage, API-equivalent estimates, model efficiency and the cost of Ultrafast.Agents de codeAI cost & performanceModèles et entraînement
Diapositives0:29EN
Theo - t3․gg· 7 oct. 2026Theo’s Ultrafast Test: $600 of Usage for Two PR ReviewsTheo Browne · Ping LabsA short example illustrates how quickly token costs can rise when using Ultrafast for everyday review work.Agents de codeAI cost & performance
7 diapositives28:17EN
Theo - t3․gg· 6 oct. 2026Ultrafast Coding: A Live Design Loop With a Steep CostTheo Browne · Ping LabsTheo Browne explores how fast inference changes his workflow, and why he still advises against upgrading solely for Ultrafast.Agents de codeAI cost & performanceDeveloper productivity
14 diapositives1:10:29EN
Theo - t3․gg· 5 oct. 2026How Anthropic Used Claude to Improve App PerformanceTheo Browne · Ping LabsTheo Browne examines a two-week performance sprint, its measurement tools, human review and the tradeoffs behind faster interfaces.Agents de codeDeveloper productivitySoftware engineering
5 diapositives1:06:36EN
Theo - t3․gg· 2 oct. 2026Theo’s Guide to Running Coding Agents in ParallelTheo Browne · T3Theo explains his approach to subscription usage, agent delegation, review and remote machines, while acknowledging that parts of his setup may violate provider rules.Agents de codeAgent orchestrationDeveloper productivity+2
6 diapositives30:58EN
Theo - t3․gg· 29 sept. 2026GPT-6.1 Sol: Cheap, Thorough at Code Review, but Uneven at Long BuildsTheo Browne · T3Theo compares early tests of GPT-6.1 Sol with competing models, from benchmark cost to real code reviews and a 3D game demo.Agents de codeAI cost & performanceÉvaluations+2
7 diapositives31:46EN
Theo - t3․gg· 29 sept. 2026Claude Sonnet 5.5: A Fast Research Assistant for Coding AgentsTheo Browne · T3Theo tests Sonnet 5.5 on pricing, reasoning effort, codebase analysis and a 3D game, and finds a surprising role for it alongside larger models.Agents de codeAI cost & performanceÉvaluations+2
4 diapositives27:29EN
Theo - t3․gg· 27 sept. 2026What Pacing the AI Frontier Could Mean for Model ReleasesTheo Browne · T3Theo argues that releasing more reliable and affordable models can be compatible with slowing the advance of the most dangerous capabilities.AI SafetySécurité et gouvernanceÉvaluations+2
6 diapositives28:41EN
Theo - t3․gg· 25 sept. 2026How Theo Uses Opus 5.5 for Longer Coding TasksTheo Browne · T3Clear finish lines, explicit stopping points, steering and independent verification can make long agent runs easier to manage.Agents de codePrompt optimizationAgent orchestration+2
Diapositives0:31EN
Theo - t3․gg· 24 sept. 2026Grok 4.7’s Token Use and the Claims Around Its ReleaseTheo Browne · T3Theo compares Elon Musk’s earlier predictions for Grok 4.7 with selected benchmark results and token counts.Modèles et entraînementÉvaluationsAI cost & performance
8 diapositives40:14EN
Theo - t3․gg· 23 sept. 2026Opus 5.5: Theo’s First Day with a New Coding ModelTheo Browne · T3Theo compares price, benchmarks, coding work and game demos while cautioning that his assessment rests on a single day of use.Agents de codeAI cost & performanceÉvaluations+2
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