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Indie developer Bhanu grew his AI chatbot SaaS SiteGPT to $13,000 monthly recurring revenue and $500,000 total revenue since March 2023 without spending on paid marketing, using an 'engineering as marketing' strategy of …
Anthropic's Claude plugin marketplace now hosts over 100 plugins, a third built by Anthropic itself, but the terminology remains confusing: skills are knowledge instructions, connectors are live MCP links to external pro…
Claude Opus 5 built a fully playable first-person shooter from a three-paragraph prompt, with no external assets, reversing standard prompt-engineering advice. AI investor Matt Shumer, who posted the demo, calls the meth…
A developer built an AI tool for auditing calcification in production auth systems using Claude Code, but discovered it could produce confident but wrong claims, such as reporting 'default storage: localStorage' while mi…
An engineer at Anthropic distills hard-won lessons from production AI agents including Claude Code, OpenHands, and SWE-agent into a practical field guide for building enterprise-ready agents. The guide emphasizes that ~8…
A 2026 benchmark found that native language-model accuracy on financial calculations is roughly 52%, collapsing towards zero on multivariate ones, and models cannot reliably detect their own errors, according to a guide …
A developer team built DevSwarm, an AI agent swarm that turns prompts into full-stack apps using open-weight models, and instrumented it with SigNoz for observability. The telemetry revealed that their assumptions about …
South Korean AI company Upstage released Solar Open 2, an open-weight foundation model optimized for agentic use, featuring a 250B-parameter MoE architecture with 15B active parameters per token and a 1M-token context wi…
A recent Anthropic study found that AI already covers roughly 75% of tasks performed by computer programmers, but Replit president and head of AI Michele Catasta argues that AI is not replacing software engineers—it is c…
A developer argues that TypeScript's `--noEmit` flag should be used in CI pipelines to separate type-checking from code generation, enabling parallel builds with faster transpilers like esbuild or swc. This approach can …
A startup engineer has built 'clanker infrastructure' — autonomous AI agents that handle mechanical software engineering tasks without human intervention. The clankers run headless in disposable containers, triggered fro…
Grepathy, a new open-source CLI tool, captures decisions made by AI coding agents and commits them as markdown files to the repository, solving the problem of undocumented agent-initiated choices. The tool reads session …
A new open-source skill called vibe-check, created by a product manager with 12-plus years of experience, guides AI coding tools to help beginners validate app ideas before building, turning vague concepts into buildable…
Mindwalk, a new open-source Go tool, converts Claude Code and Codex session logs into 3D codebase replays, enabling developers to visually audit an AI agent's scope of attention and detect whether it stayed within expect…
Warp CEO Zach Lloyd announced a strategic shift for the company, telling engineers to stop thinking of themselves as product engineers and instead as factory engineers building an automated software factory. The memo out…
Open-source software faces a crisis as generative AI accelerates structural exhaustion, supply chain warfare, and the industrialization of code generation. Maintainers of critical packages are burning out under the press…
An AI expert built an agentic AI clone of his family using Anthropic's Claude and OpenAI's ChatGPT to plan summer travel, simulating family members' reactions to generate detailed itineraries. The system, coded in Python…
OpenAI retracted its recommendation for Scale AI's SWE-Bench Pro coding benchmark after an audit found roughly 30% of its 731 tasks were broken due to overly strict tests, underspecified prompts, low-coverage tests, and …
Context rot degrades AI agent output quality when a model's context window reaches 70-80% capacity, causing attention dilution and signal-to-noise loss. Anthropic's Claude Code addresses this with an auto-compact feature…
ProductSpec, an open standard for documenting software intent before implementation, has been released. It provides a portable Markdown format for product decisions that precede tickets, engineering plans, and code, enab…