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Software engineering

Practical architecture and development decisions for software that people can use, maintain, and adapt.

89 articles · Page 5 of 8

Insight8 min read

Apple Sues OpenAI Over Hardware Trade Secrets — Not Siri, Not Models

Apple Inc. v. Liu is a Defend Trade Secrets Act case about metal finishing, batteries, and suppliers — not Siri, not models. What the docket says.

Insight9 min read

IBM's Worst Day Ever Is a Warning About What AI Is Doing to Hardware Prices

IBM fell 25.2% on a Q2 miss it partly blamed on clients front-running server and memory price hikes. What the AI buildout did to hardware costs.

Insight9 min read

Grok Build Was Uploading Whole Git Repos — Secrets Included

A wire analysis showed Grok Build uploading whole Git repos — history and committed secrets — regardless of what the agent read. What to rotate.

Insight7 min read

Grok 4.5: SpaceXAI's First Coding Model, Pitched as 'Opus-Class'

SpaceXAI's Grok 4.5 is its first coding and agentic model, sold on token efficiency and a $2/$6 price. Musk walked the Opus-class claim back to 4.7.

Insight7 min read

Anthropic Redeploys Claude Fable 5 After 18 Days Under U.S. Export Controls

Anthropic restored Claude Fable 5 on July 1 after Commerce lifted an 18-day export-control hold triggered by an Amazon jailbreak. What the outage reveals.

Insight5 min read

Claude Sonnet 5: Anthropic Cuts the Price and Closes the Gap to Opus

Claude Sonnet 5 ships at $2/$10 launch pricing as the most agentic Sonnet yet. The real story: the gap to Opus 4.8 and a new tokenizer.

Technical guide16 min read

How AI Finds Vulnerabilities: Fuzzing, Reasoning, and Validation

How AI agents find software vulnerabilities: hybrid fuzzing, static analysis, LLM reasoning, validation, benchmarks, and patch workflows.

Insight7 min read

OpenAI's GPT-5.5-Cyber and Codex Security: Defensive AI Moves Into the Commit Stream

OpenAI's GPT-5.5-Cyber and the Codex Security plugin move defensive AI from the chat window into the commit stream. What the AISI benchmarks really show.

Insight5 min read

Why Every AI Lab Suddenly Ships a Coding Agent

In two weeks Anthropic, OpenAI, Microsoft, and xAI all shipped or expanded terminal coding agents. The convergence tells you where AI's value now sits.

Insight5 min read

Microsoft Build 2026: Seven MAI Models and the Quiet Exit From OpenAI

At Build 2026 Microsoft shipped seven in-house MAI models — reasoning, coding, voice, image — built to cut OpenAI dependence and undercut rivals.

Insight8 min read

Project Glasswing's First Month: 10,000 Vulnerabilities Found, and Why That Was the Easy Part

Anthropic's Project Glasswing found 10,000+ high-severity flaws in a month via Claude Mythos Preview. Finding bugs got cheap; fixing them didn't.

Insight5 min read

OpenAI's Codex Update: Goal Mode Graduates and Codex Reaches Off the Terminal

Codex's May 21 update takes Goal Mode out of beta, adds macOS Appshots and remote desktop control, and opens a plugin marketplace to Business users.