building a startup is hard. getting acquired is harder. building something 8 million students and researchers use is genuinely insane.
@whoisjenniai helps with academic research, from finding credible sources to writing papers and verifying citations. tools like these make research less overwhelming and let people focus more on their ideas instead of getting stuck in the process.
huge respect to the team behind this!
success without many problems is just a victory. but success after overcoming problems makes history. real success is how high you bounce when you hit the bottom! a hard fall means a high bounce... if you're made of the right material.
New in Claude for Legal: a gallery of ready-made artifacts for contract review, regulatory horizon scans, cite checks, and more.
Start from the built-in example, add your own documents and connectors, and share it with anyone across the business.
github universe 2026 just dropped some interesting updates 👀
here's what caught my attention:
1/ github copilot app
copilot is moving beyond code suggestions toward managing entire projects, coordinating agents, and taking work from idea to pull request.
2/ copilot fusion
less time choosing models for every task. copilot can route work across models based on what the task needs.
3/ multi-agent workflows
agents can handle repetitive work like issue triage and code reviews, with automations running on schedules or events.
4/ copilot code review max
deeper reviews for catching serious bugs. shipping faster only matters if we're shipping good code.
5/ computer use
copilot can interact with desktop apps, including apps without an api. it's in public preview, with approval and admin controls.
6/ enterprise access
github enterprise customers can access copilot features without a separate copilot subscription, paying for ai usage through credits.
7/ infrastructure
github shared major investments in cpu capacity, high-speed storage, networking, and multi-region infrastructure.
my take: the shift isn't just about ai writing code anymore. it's about coordinating the entire software development workflow.
but how much of that workflow should we actually hand over to agents?
curious what developers think 👇🏻