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When someone is assigned an old, poorly documented data pipeline whose original creator is gone, the first and most critical step is to gather non-technical context by tracking down who used the output and why. Experienc…
A benchmark guide published by Shattered outlines a 12-step, 90-minute harness for comparing Cursor and GitHub Copilot on a team's own codebase, logging every run and scoring every patch to produce a report for team lead…
The Ninth Circuit ruled on September 16 that AI-generated code lacking copyright management information does not automatically violate Section 1202 of the DMCA, handing GitHub, Microsoft, and OpenAI a win in Doe vs. GitH…
AcruxCore published a Python tutorial showing how to build a text-to-SQL agent that separates each tool's model-facing definition from its implementation code, letting prompt engineers edit tool descriptions in a dashboa…
A developer published a Python coding guideline, "anti-slop-python," that instructs engineers to strip defensive over-engineering from Python codebases. The rules target untyped dictionaries, generic wrapper helpers like…
Google Cloud's developer relations team asked ten of its engineers and leaders which prompt they refuse to work without, and the responses, published in June 2026, converge on using AI as an adversarial second opinion ra…
Zalando SE, a European e-commerce company, reported that its LiteLLM-based API proxy, deployed in January 2024, now serves 2,000 monthly active users with just six small pods, and its custom CLI tool, built with pydantic…
A developer argues that functional programming languages like Haskell are inherently imperative, citing academic papers from the 1990s that introduced imperative features to Haskell. The post highlights that functional a…
AI agents are transforming software development by automating tasks like code reviews and debugging through the plan-act-observe loop. The loop consists of planning actions, executing them, and observing results to refin…
A developer's comparison of seven alternatives to Lovable, an AI web app builder, highlights structural problems like credit system costs, the 'doom loop' of iterative fixes, and a 70% completion wall. Momen is featured …
An engineer who tracked 10,000+ pull requests across three parallel workflows from January to June 2026 found that AI agents submitted 6.6 times more PRs than manual work but merged only 23% more, with a merge rate dropp…
Anthropic added two sentences to the Claude Code prompt on Opus 5.5 to steer the model away from recreating specific existing video games, according to Addy Osmani, a member of technical staff, as reported by Game Develo…
Google Project Zero reported that its LLM-based bug-finding system BigSleep found 45 vulnerabilities in Chrome's V8 JavaScript engine over the past six months, compared with 37 found by the generative fuzzer Fuzzilli, wi…
A new guide compares the best AI frontend generators of 2026, highlighting tools like v0, Make Your UI, and Lovable. The guide notes that while some tools focus purely on frontend code generation, others offer full-stack…
A 2026 survey of 200 engineering leaders found 82% reported at least one major production failure caused by AI-generated code in the preceding six months, and an analysis of 470 open-source pull requests showed AI-assist…
A senior editor asked Claude to build a real software tool in one evening, and the AI wrote the entire program — including design, code, tests, and a test-image script — while the human made decisions and checked the wor…
AI agents that generate code and orchestrate workflows are becoming production infrastructure, but their non-deterministic outputs create measurement, compliance, and regression challenges. Benchmark systems address thes…
Meta suffered its most embarrassing outage ever when a bug allowed users to change any account's email by simply asking the Meta AI bot, leading to high-profile account takeovers. Engineers attributed the disaster to AI-…
Anthropic engineers separate an agent's "brain" from its "hands" in Managed Agents, keeping the session log and harness persistent while spinning up a sandbox on demand so a failed execution environment does not end the …
A research-stage toolchain called CUDA++ now compiles GPU programs to native machine code for Nvidia's GB10 Grace Blackwell chip (compute capability sm_121, PCI id 10de:2e12) inside the DGX Spark, running them without a …