Topic

#Software Engineering

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

Article 1d ago 2

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.

Rachel Goldstein

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 · 1w 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 · 1w 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 · 3w 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 · 3w 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 · 1mo ago5

The Python Bugs Behind Microsoft's Disputed Quantum Breakthrough

A peer-reviewed critique reveals how simple array-reversal and filtering mistakes can undermine major scientific claims.

Article · 1mo ago1