Software Engineering

Learn how to build a deterministic five-stage refusal gate for LLM applications to intercept missing evidence before hitting API endpoints, ensuring zero wasted tokens and clear accountability.

An in-depth technical analysis of Google's Gemini 4 Argon, exploring its unprecedented 1M token output, safety architecture, and how it stacks up against GPT-6 Astra and Claude Opus 5.5.

A deep dive into Claude Sonnet 5.5, its record-breaking performance on Terminal-Bench 4.0, and how developers can leverage its agentic efficiency for production-grade software engineering.

Google's new Gemini 4 Argon model shows significant promise in software engineering and legal reasoning, outperforming GPT-6 Astra and Claude 5.5 on most benchmarks.

An expert guide to understanding the true costs of building AI agents, distinguishing between simple POCs and reliable production systems, and how to manage TCO.

As autonomous AI agents write an increasing portion of production code, auditability and provenance become crucial. Learn how Docket provides per-commit evidence records for agent-generated pull requests.

Exploring how the integration of GPT-6 Astra enables Devin to achieve self-verification in software development, reducing review overhead for engineers.

AI coding tools let teams output massive pull requests in minutes, but merge times often triple. Explore the operations research behind review queues, why AI diffs trick human reviewers, and 5 tactical rules to restore developer velocity.

An empirical study across 424 benchmark runs reveals that forcing AI coding agents to output execution receipts increases evidence reporting by 30x, but completely fails to reduce false success claims on complex multi-file bugs.

An in-depth technical comparison of Anthropic's agentic CLI tool, Claude Code, and OpenAI's Codex-based autocomplete systems like GitHub Copilot, helping developers choose the right tool for their workflow.

Learn how to leverage Claude Code, the command-line agent from Anthropic, to automate complex, multi-file coding tasks, manage context, and optimize agentic workflows.

Learn how to install and configure Superpowers, an opinionated spec-driven development framework for Claude Code, Cursor, and other agentic CLI tools, to enforce strict TDD and structured workflows.