our context graph came to life today - full decision lineage - self-healing, self-updating team state - graph expanding as the team works - knows why we did what did when we did it AS WE DO IT, across the whole team everyone’s building infrastructure to read organizational knowledge. we’re building where it gets created. it’s what happens when alignment generates context as exhaust instead of losing it to slack threads holy shit we are never going back

every time you start a new claude code session you spend the first 10 minutes re-explaining your project "here's the stack. here's what we're building. here's what was decided last week. here's the file structure. DON'T TOUCH THIS PART WE JUST REBUILT IT" but it's not just your own context. your teammates shipped 3 new things since yesterday, two architectural decisions changed and a dependency got swapped out. you need to capture all of that too, or claude is building from a stale snapshot you won't remember everything. so claude compiles context from scratch, misses things, and pulls in a direction that might completely miss the point. now multiply that by every dev on your team, every session, all day literal coordinated drift what we do instead: the .hamster folder syncs decisions, plans, and context to the filesystem automatically. claude reads it and just knows. no re-explaining. no stale snapshots. everyone's always got a fresh .hamster folder which updates in real-time as the rest of the team (or you) ship decisions, tasks, briefs, methods, skills, etc try it. you'll love it → @usehamster

we've shipped huge features in taskmaster v0.37 🚀 → real-time PRDs, team plans, synced tasks 🐹 → GPT-5, @lmstudio, @Zai_org GLM → @claudeai plugin + @aisdk v5 → smaller MCP tool footprint → redesigned init ux → enterprise proxy + more follow + retweet + bookmark 👀👇

we've unlocked for ai task management what reasoning unlocked for LLMs the plan quality is orders of magnitude better than anything i've ever seen before. it's in a completely different league and i'm in shock tbh parsing prds now auto-generates the perfect breakdown of tasks and subtasks. not too shallow (ai decides how to build), not too deep (over engineered), but exactly right for execution it just keeps expanding until the scope is fully covered. no manual tweaking. it's reasoning applied to task generation orchestrate with taskmaster using any AI IDE or bg agent dm if you wanna try it!

glad to see plan/spec modes taking off been parsing PRDs with @taskmasterai since march and found that: the more you focus on PRDs, the quicker you’ll realize the bottleneck isn’t describing the work itself we rarely write PRDs in a vacuum the challenge is team alignment

a golden insight powering context engineering instead of polluting context windows with do's and don'ts, agents get what's needed by read/writing from a context graph infinite context feels real when the agent never needs to remember everything & executes quickly + perfectly

we've shipped taskmaster v0.27 🚀 → introducing `start` command → taskmaster auto-installs updates → grok CLI support @CliGrok → rules & config @kilocode → smart parent task status → move tasks across tags → gpt-oss support + loads more follow + retweet + bookmark 👀👇

we about to hang out and vibe some new @taskmasterai features at the @xai + @vercel hackathon in SF thinking something new and exciting using v0, ai sdk, xAi, grok, etc maybe a prototyping feature baked into tm? what do you wish you could do with taskmaster? 👂

know incredible devs? paying $5K for successful referrals looking for: - senior TS engineers to own core pkgs for @usehamster - lead integration specialist to help me build context graph from tools we use daily - lead ML specialist w/ exp in custom model dev dms are open! 🐹

hiring special forces devs for @usehamster senior typescript warriors integration specialists machine learning sharpshooters we’re on a mission to - power company wide context - accelerate product velocity - intro the paradigm of ai-first startups join: tryhamster.com/careers

we've shipped taskmaster v0.24 🚀 → @claudeai subagent support → code-aware task generation → orchestrator: hands-off task management → executor: autonomous parallel development → checker: testing + validating production → GPT-5 support follow + retweet + bookmark 👀👇

if you’re using @claudeai and @TaskmasterAI this week’s release is gonna be something special :)