aakashadesara

Thanks!

I have a dual monitor setup so I usually have CTOP running in a separate terminal in the bottom left corner of my setup. It's a good place to glance to see which of my agent sessions are pending instructions / blocked / running. Also a good birds eye view to see which ones are about to run out of context.

One thing that I've been doing a bit of recently - there's a CTOP CLI which lets one my 'supervisor agents' automatically drive prompts into sessions that need unblocking

I built CTOP, which is htop for your AI coding agents.

You can monitor Claude Code, Codex CLI, OpenCode, and Devin sessions — CPU, memory, tokens, context window, costs, branches — from a single terminal pane.

Features include: multi agent monitoring, context tracking, token wave forms, analytics (cost/history), process control (i.e. kill dead sessions), plugins system, and more.compaction detection

It's fully open source, you can instead with: `npm install -g ctop-claude` or from source

Github: https://github.com/aakashadesara/ctop

Website: https://ctop.dev/

Open to issues, PRs, suggestions, contributions!

Hope it's helpful to others & happy July 4th!

powered by multiple databases including Semantic Scholar, PubMed, and others

The search strategy is generated by decomposing your initial query into sub-questions using custom prompting and retrieval heuristics— it tries to surface angles a researcher might ask but you might not think of initially.

Consensus Deep Search is a research agent that produces full literature reviews across 200M academic papers—in under two minutes.

It breaks down complex questions, conducts structured multi-step searches, and returns AI-generated reports with citations, visuals, and evidence mapping.

Key features:

- Structured literature search across 6,000+ scientific domains

- Analyzes and filters 1,000+ papers per query

- Outputs a cited report with intro, methods, results, and discussion

- Visualizes research consensus, key authors, and knowledge gaps

Built to accelerate discovery by turning questions into high-quality answers—fast.

Very interesting - how do y'all ensure visualizations are pertinent to data request?

Keysho is an easy way to integrate a lightweight omnibox search experience into your web application. Inspired by Notion, Linear, Ramp, and other industry leaders, Keysho is out to bring the ⌘+K paradigm to websites across the internet.