#dogfooding
24 related articles
·4 min
Tech Decision Paralysis: How to Find the Right Project Direction for You
Know a little of everything but can't figure out what to build? Practical methods to overcome tech decision paralysis and find your ideal project direction.
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·3 min
Automating GitHub Releases: Design and Practice of a Tag-Triggered Release Action
A ten-year open source maintainer shares how to build a universal tag-to-release GitHub Action, covering its opinionated design philosophy, dogfooding validation, and AI-assisted development.
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·4 min
Cursor's Recursive Self-Improvement: A Complete Path to Models Training the Next Generation
Cursor ML engineer reveals Recursive Self-Improvement (RSI) in practice: dual-loop flywheels, agent-driven data, anti-cheating evals, SpaceX compute, and how models are training the next generation.
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·6 min
A Deep Dive into OpenAI Codex: How AI Engineers Are Reimagining Software Development with Agents
OpenAI Codex is redefining how AI engineers work: from code completion to autonomous Agents, from single-threaded to parallel Value Maxing. A deep dive into the Codex App architecture, open ecosystem, and Manager of Agents practice.
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·7 min
Base44 in Practice: How Claude Code Powered Rapid Scaling from 1 to 80 People
How Base44's product team scaled from a single founding engineer to an 80-person team with Claude Code. Covers AI-assisted onboarding, code review, user evaluation, and QA automation.
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·6 min
Omnigent Open-Sourced: A Meta-Harness for AI Coding Agents Built by Databricks
Databricks open-sources Omnigent, a Meta-Harness for orchestrating Claude Code, Codex, and more AI coding assistants together—with built-in guardrails, cross-model workflows, and real-time collaboration. Get started in 10 minutes.
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·6 min
OpenAI's Head of Evals: We've Been Consistently Underestimating What AI Models Can Really Do
OpenAI Frontier Evals lead Tejal Patwardhan reveals AI models are systematically underestimated — reasoning breakthroughs, wet lab records, the internal AGI Index, and a progress curve far steeper than most realize.
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·7 min
The Birth of Claude Code: Design Philosophy from Internal Tool to AI Programming Assistant
An in-depth look at Claude Code's development and design philosophy: why the CLI form, how the "minimal scaffolding" architecture works, and how it balances safety with autonomy in AI programming.
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·4 min
From Claude Code to Claude Tag: How AI Programming Tools Break Out of Engineering Teams
Anthropic's Boris Cherny and Cat Wu discuss how Claude Code expanded from engineering teams company-wide, the Claude Tag platform strategy, and the launch of Claude Fable 5.
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·5 min
AI-Native Team Practices: How Anthropic Engineers Achieved an 8x Productivity Boost
Anthropic's Fiona Fung shares how AI tools drove an 8x increase in engineer code output, and how AI-native teams are rethinking management, quality, and collaboration.
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Industry Insights·3 min
OpenAI's Internal Codex Usage Surges 56x — AI Coding Is Eating Everything
OpenAI reveals internal Codex usage data: Research up 56x, Customer Support 32x, Engineering 27x, Legal 13x since Nov 2025. AI coding tools are penetrating every department faster than expected.
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·2 min
Antigravity 2.0's New IDE Launch Goes Wrong: Bugs, UX Regression, and User Backlash
Antigravity 2.0's redesigned IDE faces massive backlash: frequent bugs, UX regression, limited model support, abnormal Gemini Token consumption, and reports that its own developers don't use the product.
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Claude Code Creator Reveals: How AI Pr…
·3 min
Claude Code Creator Reveals: How AI Programming Boosts Engineering Efficiency by 200%
Anthropic's Claude Code creator Boris Cherny shares AI programming practices: 90% of code written by AI, 200% engineer productivity gain, new hires productive in 2 days.
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·1 min
Cosmos Unified Agents Platform First Live Demo: A Platform-Level Solution for Multi-Agent Collaboration
Cosmos Unified Agents Platform gives its first live demo, detailing its design philosophy and cloud agent operations. Learn how it solves AI Agent fragmentation with unified multi-agent building, deployment, and management.
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·3 min
Claude Code Creator Reveals: Programming Has Been Solved, the Era of Universal Coding Is Here
Claude Code creator Boris Charney shares how AI programming has been solved: from 150 daily PRs to agent loops running 24/7, and why coding will become as universal as literacy.
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Tutorials·3 min
Building an AI Software Factory from Scratch: A Cursor Engineer's Hands-On Experience with Multi-Agent Collaboration
Cursor engineer Eric shares practical insights on building an AI software factory: automation levels, guardrail design, parallel Agent management, and scaling to 1000+ Agents for 24/7 development.
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Industry Insights·1 min
No Product Fits Your Needs? Building It Yourself Is the Best Starting Point for Indie Developers
Can't find a product that fits? Building from personal pain points is the best entry for indie developers. Niche needs + AI tools = rapid product creation.
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Industry Insights·2 min
Bun Bids Farewell to Zig: AI Completes 960K-Line Rust Rewrite in 6 Days — Full Breakdown
Bun v1.3.14 may be the last Zig-era release. AI Agents completed a 960K-line Zig-to-Rust migration in 6 days with 99.8% test pass rate. Full analysis inside.
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Tech Frontiers·4 min
Anthropic Source Code Leak: Unreleased Model Codenames and Hidden Features Deep Dive
Anthropic's Claude Code source code leaked via Source Map files, exposing the million-token Capybara model, Opus 4.7/Sonnet 4.8, undercover mode, and hidden features like Buddy, Kairos, and Dream.
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Expert Opinions·2 min
Why Quitting Your Job to Start a Business Almost Never Works — Gradual Transition Is the Right Path
Serial entrepreneur Marc Lou argues that quitting your job to bootstrap with savings almost never works. Freedom kills productivity and financial pressure ruins decisions. Build a side project first, then switch.
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