Topic

#Software Engineering

23 articles on Software Engineering — news, releases, guides and analysis from the SourceFeed engine.

Article 2w ago 2

Engineering Fundamentals Are Now the Agent Interface

The delivery data behind AI coding says tests, boundaries, and review are what the tools actually run on.

Lenn Voss

Nobody Is Minting Mid-Level Engineers Anymore

The hiring data says AI is hollowing the career ladder from the bottom, and the middle is what's next.

Article · 2w ago2

The 14% Problem With AI Coding Tools

New research from Microsoft and academia pins down why AI coding gains keep vanishing between the demo and the dashboard.

Article · 3w ago0

AI Made Prototypes Free. Production Didn't Get Cheaper.

New data from Veracode, Stack Overflow, and METR keeps confirming that the demo was never the hard part.

Article · 4w ago1

The Hard Part of Programming Just Moved

Converging evidence says AI assistants don't remove difficulty — they relocate it into verification, review, and system understanding.

Article · 1mo ago1

Better Than a Compiler, Trusted Like One

exe.dev's case for not reading AI-generated code is the sharpest yet, but it borrows a guarantee LLMs don't offer.

Article · 1mo ago4

Antigravity vs. Codex: The Architectural Split in AI Coding

Choosing between Google's agent-first IDE and OpenAI's cloud-native sandbox runner comes down to how you prefer to verify code.

Article · 1mo ago5

The Collapse of SWE-Bench Pro and the Git Scraping Trap

OpenAI's retraction of the industry's leading coding benchmark exposes the structural flaws of repurposing GitHub PRs for AI evaluations.

Article · 1mo ago5

The New Economics of the AI Software Rewrite

AI-assisted coding is flipping the cost-benefit math on when to rewrite legacy systems instead of patching them.

Article · 1mo ago0

Lessons From Databricks' Multi-Million Line Agent Benchmark

An internal evaluation reveals why token costs lie, harness design matters, and open-source models are ready for production.

Article · 1mo ago5

The 516-Token Cliff: Inside GPT-5.5's Silent Reasoning Regression

Telemetry reveals a sharp clustering of reasoning tokens at fixed boundaries, exposing how compute budgets silently degrade production outputs.

Article · 1mo ago5

The Token Drain: When AI Costs More Than the Engineer

Indiscriminate AI adoption and agentic workflows are driving token bills past human salaries, forcing a hard economic reckoning.

Article · 1mo ago2

The AI Confidence Trap: Softmax and Performative Engineering

Why raw model probabilities and buzzword-heavy developer resumes are both lying to you, and how to fix them.

Article · 1mo ago2

Beyond Bug Fixing: The Rise of Senior-Level AI Coding Benchmarks

As coding agents max out early benchmarks, new evaluations target multi-file refactoring, non-contamination, and real-world ambiguity.

Article · 1mo ago2

The Limits of Autopilot: What Ford's AI Retreat Teaches Developers

Relying on AI to turn raw requirements into high-quality systems misses the critical value of tacit engineering knowledge.

Article · 1mo ago3

Why Ford Rehired 350 Engineers After Relying on AI

The automaker's multi-billion-dollar quality crisis reveals the hidden cost of replacing veteran human expertise with automated systems.

Article · 2mos ago5