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3 slides18:34EN
Matthew Berman· Jul 7, 2026Model Routing for AI Coding: A Worked Cost ExampleMatthew Berman · Forward FutureMatthew Berman separates planning, implementation and review to explain how different models can fit different tasks.AI cost & performanceAgent engineeringDeveloper productivity
Slides0:47EN
Matthew Berman· Jun 4, 2026Cognition's AI Productivity Guarantee for DevinMatthew Berman · Forward FutureMatthew Berman discusses a 2026 enterprise offer that compares estimated engineering value with the cost of using Devin.Developer productivityCoding agentsPricing+1
4 slides9:31EN
Matthew Berman· Feb 6, 2026GPT-5.3-Codex: Coding Agents, Speed and Computer Use at LaunchMatthew Berman · Forward FutureMatthew Berman reviews OpenAI’s February 2026 demonstrations and benchmarks, with a closer look at what the reported speedup and scores do—and do not—show.Coding agentsBenchmarksComputer use+2
0:57EN
Matthew Berman· Jan 15, 2026Claude Cowork Brings Agentic Desktop Tasks Beyond CodingMatthew Berman · Forward FutureMatthew Berman describes Anthropic’s January 2026 research preview and its potential for organizing files and producing documents.AI agentsDeveloper productivityProduct & UX
3 slides0:51EN
Matthew Berman· Mar 21, 2025Claude Adds Web Search: A First LookMatthew Berman · Forward FutureMatthew Berman enables Claude’s web search and tries a query about his latest YouTube video in March 2025.AnthropicSearch & retrievalDeveloper productivity
3 slides21:48EN
Matthew Berman· Mar 5, 2025Vibe Coding With Cursor and Windsurf: Berman’s 2025 WorkflowMatthew Berman · Forward FutureMatthew Berman shares project rules, testing habits and version-control practices from early experiments with coding agents.Coding agentsDeveloper workflows & testingHuman-AI Collaboration+2
3 slides6:56EN
Matthew Berman· Feb 7, 2024Why Meta Said Open AI Infrastructure Serves Its BusinessMatthew Berman, Mark Zuckerberg · Forward FutureMatthew Berman revisits Meta’s open-development history and Mark Zuckerberg’s 2024 case for sharing AI infrastructure.Open SourceOpen-weight modelsAI Strategy+2
3 slides7:20EN
Matthew Berman· Jan 30, 2024Using Cody and Ollama for Local Code CompletionMatthew Berman · Forward FutureIn a sponsored 2024 tutorial, Matthew Berman sets up Code Llama 7B for Cody autocomplete and demonstrates additional hosted coding features.Developer productivityLocal inferenceOpen-weight models+1
5 slides7:37EN
Matthew Berman· May 25, 2023Smol Developer: Generating a Small Python Project From a PromptMatthew Berman · Forward FutureMatthew Berman walks through a 2023 project generator, from a simple Ruby example to a multi-file ChatGPT API program.Software engineeringCoding agentsDeveloper productivity+1
5 slides20:48EN
Matthew Berman· Apr 24, 2023Matthew Berman’s ChatGPT Coding Workflow: Build, Test, and IterateMatthew Berman · Forward FutureA 2023 walkthrough builds a Python command-line chat client while showing how to plan, debug, and revise AI-generated code. The software interfaces and model limits described are historical.Developer productivitySoftware engineeringHuman-AI Collaboration+2
3 slides7:48EN
Matthew Berman· Apr 1, 2023Using ChatGPT - Genie AI in VS Code to Explain, Refactor and Test Rails CodeMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 VS Code extension on a Ruby on Rails project and examines the limits of its code context.Developer productivitySoftware engineeringCode review & verification+1
3 slides14:55EN
Matthew Berman· Mar 8, 2023Building a Simple Chatbot With Python or BubbleMatthew Berman · Forward FutureMatthew Berman walks through a historical OpenAI API demo using Colab and Gradio, then a Bubble no-code workflow.Developer productivityAI interface design
12:17EN
Matthew Berman· Feb 27, 2023A 2023 Guide to Prompting ChatGPT: Instructions, Examples, and LimitationsMatthew Berman · Forward FutureMatthew Berman walks through prompt components, common tasks, examples, and adversarial prompting in an early ChatGPT tutorial.Prompting & in-context learningPrompt injectionDeveloper productivity