ai automation

"This "maybe" gradually eats into profits. To solve this challenge, I single-handedly developed Genka, an integrated SaaS for cost calculation and food labeling."

"/ultrareview is a new command added in Claude Code v2.1.111 that executes comprehensive code reviews via parallel multi-agents on the cloud, assigning different perspectives to catch issues that a single agent might miss."

"This is not a joke. We have actually realized this, automatically merging 83% of all PRs through AI review alone, yielding massive results in our clients' environments."

"Short-form videos are growing rapidly on platforms like YouTube Shorts, TikTok, and Instagram Reels. However, creating attractive short videos from long-form videos requires a significant amount of time and effort. This article explains a technical approach to automating short-form video editing using AI."

"Tech executives explain how they're moving beyond legacy Excel mapping to build AI data pipelines that cut integration workloads by up to 40%."

"If you only write HOW (procedures) in CLAUDE.md and not WHY (purpose), the AI will follow the steps perfectly but fail to achieve the intended results."

"By setting up the '3-layer preset' of CLAUDE.md + memory + detailed prompts, the success rate of the initial output improves dramatically."

"Celigo Inc., maker of an integration platform-as-a-service, today introduced new capabilities aimed at simplifying how enterprises build and scale artificial intelligence-driven automation."

"Combining the three features allows for a system where detection → judgment → execution → reporting autonomously interlocks."

"The goal is a configuration that minimizes operational effort (maintenance) while maximizing the 'intelligence of AI'."

"Computer Use is a feature provided as an MCP server (computer-use) embedded in Claude Code."

"Computer Use is a feature provided as an MCP server (computer-use) built into Claude Code. When enabled, Claude can operate applications using a mouse and keyboard."

"Computer Use is groundbreaking in that 'AI can see and operate the screen'."

"One principle I arrived at after getting stuck in this problem many times is: 'Within a single skill, distinguish between deterministic and non-deterministic processing, and move deterministic parts to shell scripts.'"

"It's very easy to create original skills, so I hope you find it helpful."

"I only have to press the merge button."

"claude-code-video-toolkit is an open source toolkit that autonomously generates videos from the Claude Code terminal."

"This time, we'll explain how to save receipts that arrive in emails to any Drive folder."

"Gmail API is used to retrieve emails, which are then categorized using AI and rule-based systems, automatically registering them in the relevant tables of the ERP."

"You don't graduate by deciding to. You graduate because you hit a ceiling and the friction forces you up."

"Claude Code can analyze existing content and suggest future topics"

"The article discusses three paradigm shifts: ChatGPT (dialogue), o1 (inference), and Opus 4.5 (execution), showcasing the evolution of LLMs."

"Presently, for AI tasks that involve significant work, SKILL/BASH is the preferred choice, while MCP is reserved for 'quick tool calls' to ensure manageability."

"I want to hear from people who’ve actually closed deals — not just “post on LinkedIn and pray” advice."

"This article writes the exact steps the non-engineer used to automate routine tasks using Claude Code. The code is all written by Claude Code, so all I did was explain 'what I wanted to automate' in Japanese."

"When I thought that Claude Code wasn't just a tool for code, the idea of 'creating a company' came to me."

"The origin of AEGIS is to multiply one person's power by 100."

"This solves it with custom skills."

"PwC's US boss Paul Griggs says partners who resist AI have no place at the firm, and it plans to convert some services into AI-powered automated tools."

"By combining these three things, a workflow is realized where "the AI works while you sleep, and results are ready when you wake up.""