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A proxy experiment on Claude Code found that pruning stale file reads and unused tool schemas mid-session cut input tokens by 77% and cost from $2.04 to $0.48 on a JavaScript fixture, without degrading quality. The savin…
As organizations climb the five levels of AI coding autonomy, the bottleneck shifts from implementation speed to spec creation, creating a 'spec ceiling' that constrains product discovery. At Level 4, AI agents can build…
A developer at a growing company describes how AI code review bots and LLM-assisted comments have degraded pull request quality, leading to verbose, confident but incorrect feedback that wastes teammates' attention. The …
Researchers at the Alan Turing Institute discovered a safety bypass in GitHub Copilot that allows harmful prompts to be executed when broken into smaller steps across a software development workflow, achieving a 100% suc…
A three-engineer shop called Slopfix is charging $10,000 per week to shrink AI-generated codebases, committing to a reduction target and billing proportionally. The service signals that technical debt from AI code genera…
Rigorix, a new open-source coding agent runtime, compiles natural-language development tasks into deterministic Directed Acyclic Graphs (DAGs) before execution, separating planning from execution to enable repeatable, au…
A developer detailed how they configured Claude Code with 26 production subagents, a CLAUDE.md contract, MCP servers, and hooks to transform the AI from a forgetful junior into a reliable senior team. The setup uses focu…
PostHog engineer rewrote the company's SQL parser using AI agents, achieving a 70x speedup with 16K lines of hand-rolled parser code. The new parser replaces an ANTLR-generated parser and is equivalent for all realistic …
GitHits launched a new code navigation skill that enables AI agents to search, list, read, and grep across codebases, providing source-grounded answers instead of relying on memory. The skill, installable via npx githits…
The article announces that Newegg is offering various promotional deals in May 2026, including a WIRED-exclusive 3% off promo code for gaming notebooks that is stackable with other offers. It highlights the retailer's Me…
To integrate Anthropic's Claude Code monitoring with Bronto using OpenTelemetry (OTel) to gain a unified view of AI tool usage. The author details two methods: sending logs directly to Bronto via environment variables, o…
After 1,000 hours of using AI coding agents across various projects, the author found that success depends not on the specific AI model or tool, but on how work is structured before being handed off. The key insight is t…
Based on a 2026 survey of developers, the article ranks AI coding assistants, with GitHub Copilot remaining the most widely adopted due to its improved multi-file awareness, while Cursor is highlighted as the top choice …
In the late 1940s, engineers at the University of Manchester, including Frederic C. Williams, Tom Kilburn, and G. E. Thomas, developed Manchester code to solve the problem of unreliable data reading caused by timing drif…
Anthropic's Claude Code 2.1.229 release adds SSE keepalive pings to gateway streaming responses during long model-thinking pauses, preventing idle-timeout disconnects on Google Vertex AI and Amazon Bedrock upstreams. The…
Blacksmith, an AI code-testing startup founded in 2024, raised a $45 million Series B led by Peak XV Partners, valuing the company at $550 million, nearly 10 times its previous $60 million valuation from less than a year…
AI coding costs have fallen by roughly two thirds since 2025, with Anthropic's current Opus model priced at $5 input and $25 output per million tokens, down from $15 and $75, yet most users still base their budgets on ou…
A new playbook outlines how solo professionals can build a one-person AI consulting business using Anthropic's Claude Code, emphasizing that businesses pay for outcomes rather than features and that natural language inte…
A developer is rebuilding enterprise low-code for the AI era with INFORMAT, an international platform designed as a durable digital foundation. The project emphasizes metadata-driven architecture to ensure business syste…
Boris Cherny, head of Anthropic's Claude Code, said prompt engineering is largely not important and that users should focus on giving Claude hard tasks and enabling verification. In an interview with Y Combinator's Diana…