SShortSingh.
Back to feed

Anthropic's intent.md File Helps Teams Align on Goals Before AI Writes Code

0
·58 views

Anthropic's AI-Native SDLC playbook introduces intent.md, a workflow artifact designed to capture the problem and desired outcome of a change before any technical solution is drafted. The file is not a special Claude Code command or auto-discovered configuration, but a human-authored document reviewed by a product owner prior to the design and build stages. It records what needs to change and why, deliberately leaving open questions exposed so the AI agent does not silently make unresolved decisions. A practical example involves a 'Select All' checkbox feature, where the intent file clarifies whether selection should cover the visible page or all filter-matching orders across pages. This approach differs from CLAUDE.md, which provides ongoing project guidance, and spec.md, which defines requirements after intent is agreed upon.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingDEV Community ·

Saifuban adds daily API budgets to cap runaway AI agent spending

A developer built a daily API spending cap into Saifuban, a guard tool for AI agents, after worrying about agents stuck in loops running up large bills overnight. Users store their provider API key in Saifuban and receive a proxy key, which the agent uses so that all requests route through the service. Saifuban tallies each request's cost from the usage data in responses and, once a per-agent daily budget is reached, returns a 403 error instead of forwarding further calls until the next day. The cap supports OpenAI, Anthropic, Google Gemini, and OpenRouter, with costs calculated from token counts and price tables for all but OpenRouter, which reports actual cost. Requests already in flight when the limit is hit may push spending slightly over budget, and users must trust the tool with their real API keys, which are stored encrypted.

0
ProgrammingDEV Community ·

Indie Builder Automates Nine-Product Gumroad Launch With 20 Node Scripts, Reports Zero Sales

An indie developer launched nine digital products on Gumroad and used roughly 20 single-purpose Node scripts to automate posting, logins, verification-code retrieval, and analytics checks. The setup relies on Chrome DevTools Protocol via playwright-core with a persistent browser profile, with each task spawning and closing its own browser instance to avoid crashes. After eight days, the store had 74 views, no sales, and one follower. The author documented techniques such as extracting login codes from webmail and working around a community platform that dropped email signup in favor of Google OAuth. The post is shared as a technical account of what was automated and what failed, and it includes links to the author's own store.

0
ProgrammingDEV Community ·

Developer Uses Parallel Claude Code Agents to Generate Hundreds of Chinese Career Stories

A developer built a free browser game, One Job, One Life, in which players draw a random Chinese job card and live it year by year until retirement. The game's stories and rules were written ahead of time with Claude Code, so gameplay itself requires no per-play AI cost. Place and employer shape each career's pay curve and advancement ceiling, and AI gradually takes over specific tasks rather than whole jobs. The author used multiple agents working in parallel, each producing and validating career drafts against an occupation dataset. The write-up also describes problems that came up when one agent's error affected the shared build script.

0
ProgrammingDEV Community ·

SteamVR améliore la netteté du streaming VR, et des outils de biologie moléculaire en VR en profitent

Valve a publié une mise à jour bêta de SteamVR qui améliore la qualité d'image du streaming via Steam Link vers les casques autonomes comme Meta Quest, HTC Vive Focus et PICO. L'article présente cette évolution technique comme un progrès pour les usages non ludiques de la réalité virtuelle. Il met en avant la visualisation de structures moléculaires, où la netteté des détails et la navigation physique autour d'une protéine remplacent la manipulation à la souris. Le laboratoire NexoPeek, développé par Seven Sportz pour Meta Quest, illustre ce potentiel avec douze visites narrées couvrant la biotechnologie, de l'hémoglobine à CRISPR-Cas9. La question posée est de savoir quels contenus éducatifs ou scientifiques justifient désormais l'investissement dans la VR.