Ai

Keeping up with AI and tech news had become a full-time job. Superhuman AI newsletters, TLDR digests, HackerNews front page, Reddit ML discussions — easily an hour a day just staying current. Information overload disguised as staying informed. I needed a system that would curate the signal from the noise, deliver it on my schedule, and stop the constant context-switching between platforms. The Problem Tech news comes from everywhere: Email newsletters (Superhuman, TLDR) — great curation, but buried in inbox HackerNews — high signal, but requires active browsing Reddit (r/MachineLearning, r/artificial) — community-driven, hit or miss Twitter/X — real-time, but drowns in noise Each source has value, but checking all of them daily is unsustainable. I needed a weekly digest that: ...

Most AI assistants start fresh each session. They read their instructions, follow them, then forget everything. Mine doesn’t. It maintains its own documentation, reviews it daily, and proposes improvements. The Core Idea My AI assistant (ClawdBot) wakes up each session by reading workspace files: AGENTS.md – its operating instructions SOUL.md – personality and voice USER.md – who I am, what I prefer TOOLS.md – local configuration (Telegram topic IDs, RSS feeds, routing rules) MEMORY.md – long-term memory memory/YYYY-MM-DD.md – daily logs These files evolve. When I say “remember this,” it updates them. When it learns something, it writes it down. ...

My name is Timur Davletshin. I’m a software engineer with a long-standing passion for personal productivity. I’ve been practicing Getting Things Done for the last 10 years. The methodology itself has never been the problem — the problem has always been the tooling. GTD asks you to maintain an inbox, a task tracker, a calendar, reference files, and a regular review habit. In practice that means juggling three or four apps, copying things between them, and spending real effort just keeping the system running. Every few years I’d burn out on the maintenance overhead and start over with a new stack. ...