tag: software-engineering
articles: 6 · beats: 3
latest: October 27, 2026
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Software Engineering
6 Crashtech articles on Software Engineering, spanning Development Best Practices, How AI Actually Works and Tech, published in October 2026. Every piece is full-text HTML with sources, structured data and an authored FAQ.
They span Development Best Practices (3), How AI Actually Works (2), Tech (1). Development Best Practices How AI Actually Works Tech
Meta’s AI-Built Forum App Is Really a Story About Verification Loops
Meta’s engineering account of building Forum shows why agentic coding depends on precise plans, automated checks and human sign-off.
Why AI’s Hardest Engineering Often Starts After the Demo
OpenAI’s forward-deployed engineers describe the integration, domain learning, and evaluation work that turns AI prototypes into production workflows.
TiGanEval Tests Whether AI Agents Deliver the Outcome, Not Just Follow the Prompt
A preprint uses SWE-chat traces to study missing requirements and agent outcomes. TiGanEval is an early diagnostic, not a universal failure rate.
The 7.7% Mirage: Why AI Code Generation Is Multiplying Maintenance, Not Velocity
AI writes code many times faster, yet median PR throughput rose just 7.76% while code churn doubled. The bottleneck moved downstream.
Claude Sonnet 5.5: How to Test an Upgrade Without Fooling Yourself
Anthropic reports faster, more efficient Sonnet performance. Here is how to separate a real workflow improvement from a flattering benchmark.
Gemini 4 Argon Raises a Harder Question: How Do You Control a Long-Running Agent?
Argon introduces a million-token output limit and a phased rollout. The practical challenge is checkpoints, budgets and verifiable completion.
Questions we answer about Software Engineering
- What does Meta mean by human-on-the-loop software engineering?
- Does Meta's Forum project prove that AI can replace a software team?
- What does a forward-deployed engineer do on an AI project?
- What is TiGanEval?
- What does the paper report?
- Is TiGanEval peer reviewed?
- How much faster does AI help developers write code?
- What is code churn and how has AI impacted it?
- Why did developer PR throughput increase by only 7.76% despite a 65% increase in AI tool usage?
- What are the security risks associated with AI-generated code?
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Frequently asked questions
What does Crashtech publish about Software Engineering?
6 articles tagged Software Engineering, the most recent published October 27, 2026. They span Development Best Practices (3), How AI Actually Works (2), Tech (1). Each carries numbered sources, an authored FAQ and full structured data.
What questions about Software Engineering does Crashtech answer directly?
10 questions have a dedicated answer page under this tag, including “What does Meta mean by human-on-the-loop software engineering?”. Each answer is authored prose from the article it belongs to, not a generated summary.
Can AI assistants read Crashtech's Software Engineering coverage?
Yes. Crashtech serves full static HTML to every crawler, allows all major AI user agents in robots.txt, and publishes an llms.txt manifest plus a full-text corpus, so assistants can retrieve and cite these articles directly.