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Handoffs vs. flowcharts for agents, in light of OpenAI's visual builder

https://blog.rowboatlabs.com/handoffs-vs-flowcharts-for-agents-in-light-of-openais-visual-builder/
1•segmenta•2h ago

Comments

segmenta•2h ago
Context: Posting this after yesterday’s OpenAI visual agent builder announcements. The link is not vendor specific; it isolates one design choice in the visual layer: static flowcharts vs runtime handoffs with full history.

Scope: We are comparing a pure visual flowchart to a handoff model built around one primitive: handoff(agent, history). Each agent takes the full conversation history H, updates it, and decides which agent should act next (or halt). The entire history travels with control, so routing happens dynamically.

Takeaways:

• Topology: flowchart = fixed graph; handoffs = graph generated at runtime from H

• State: flowchart stores state in the diagram; handoffs keep it in the shared data (H)

• Routing cost: flowchart needs explicit branches (many edges or a large router); handoffs keep routing as a small function over H

• Extensibility: flowchart adds edges; handoffs add a function

COI: We built Rowboat around handoffs. The code is open source: https://github.com/rowboatlabs/rowboat

What People Miss About OpenAI Canvas

https://rashidazarang.com/c/what-people-miss-about-canvas
1•rashidae•32s ago•1 comments

Contract Concerns [pdf]

https://www.open-std.org/jtc1/sc22/wg21/docs/papers/2025/p3573r0.pdf
1•gemstones•1m ago•1 comments

Show HN: We trained an MoE LLM built for developer tasks

https://interfaze.ai/blog/intefaze-beta-v1
1•ykjs•1m ago•0 comments

How to build tools that shape civilizations (Alan Kay and Ivan Zhao) [video]

https://www.youtube.com/watch?v=3M6_aoTEtBQ
1•justin66•2m ago•0 comments

Show HN: Just Schedule Me – Instantly add events to your calendar

https://justschedule.me
1•kilroy123•3m ago•0 comments

Steamed Hams but It's a Critically Acclaimed Feature Film [video]

https://www.youtube.com/watch?v=pk-Oq8iYtVA
1•brandrick•4m ago•0 comments

A Systematic Analysis of Information Leakage in Preprint Archives Using LLMs

https://arxiv.org/abs/2510.03761
1•bikenaga•5m ago•0 comments

Show HN: Kalendis – Scheduling API (keep your UI, we handle timezones/DST)

https://kalendis.dev
2•dcabal25mh•7m ago•0 comments

Police Said They Surveilled Woman Who Had an Abortion for Her 'Safety.'

https://www.404media.co/police-said-they-surveilled-woman-who-had-an-abortion-for-her-safety-cour...
2•locopati•8m ago•2 comments

Battering RAM: Low-Cost Interposer Attacks on Confidential Computing [pdf]

https://batteringram.eu/batteringram.pdf
2•mooreds•8m ago•0 comments

How Platforms (and You) Know If an Image/Video Is AI-Made

https://michaelgathara.org/by_ai_or_human
1•Michaelgathara•10m ago•0 comments

An agentic terminal notepad that's integral to your docs

https://visr.sh/
2•todsacerdoti•10m ago•0 comments

How to Read Nassim Taleb?

https://unearnedwisdom.com/how-to-read-nassim-taleb/
1•MarlonPro•11m ago•0 comments

Figure passed 5 months running on the BMW X3 body shop production line

https://old.reddit.com/r/robotics/comments/1nzl4d0/brett_adcock_this_week_figure_has_passed_5_mon...
2•gmays•11m ago•0 comments

If you have a Google account your calendar isn't private

https://blog.appliedcomputing.io/p/if-you-have-a-google-account-your
1•avenger337•12m ago•0 comments

Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning

https://arxiv.org/abs/2509.24372
1•ijk•12m ago•0 comments

How TikTok keeps its users scrolling for hours a day

https://www.washingtonpost.com/wellness/interactive/2025/tiktok-addiction-algorithm-scrolling-men...
1•pseudolus•12m ago•1 comments

HTML-form an Htmx-like library

https://github.com/jon49/htmf
1•nymanjon•13m ago•1 comments

Hanami: A flexible framework for maintainable Ruby apps

https://github.com/hanami/hanami
1•mooreds•13m ago•0 comments

What is a coding language that is easy to learn for a beginner?

1•The_MeatMaster•14m ago•1 comments

The perfect is the enemy of the good (and the done) (2019)

https://letterstoanewdeveloper.com/2019/11/18/the-perfect-is-the-enemy-of-the-good-and-the-done/
1•mooreds•14m ago•0 comments

A Friend for the End of the World

https://www.politico.com/newsletters/politico-nightly/2025/10/02/a-friend-for-the-end-of-the-worl...
1•crescit_eundo•15m ago•0 comments

CVE-2025-49844: "RediShell" Critical Remote Code Execution in Redis

https://www.sysdig.com/blog/cve-2025-49844-redishell
1•KitKatbiberon•15m ago•1 comments

What Is the Insurrection Act?

https://www.cnn.com/2025/10/06/politics/insurrection-act-trump-portland-chicago-explainer
3•measurablefunc•15m ago•0 comments

Show HN: Timelinize – Privately organize your own data from everywhere, locally

https://timelinize.com
3•mholt•16m ago•0 comments

PrisonBreak – An AI Influence Operation Aimed at Overthrowing the Iranian Regime

https://citizenlab.ca/2025/10/ai-enabled-io-aimed-at-overthrowing-iranian-regime/
2•gnabgib•16m ago•0 comments

Deserialization Vulnerability in GoAnywhere MFT's License Servlet – Fortra

https://www.fortra.com/security/advisories/product-security/fi-2025-012
1•corvad•20m ago•1 comments

Contactless Estimation of Heart Rate, Arm Tremor from Footage of Elite Archers

https://www.mdpi.com/2079-9292/14/18/3650
1•PaulHoule•20m ago•0 comments

Investigating active exploitation of CVE-2025-10035

https://www.microsoft.com/en-us/security/blog/2025/10/06/investigating-active-exploitation-of-cve...
1•corvad•21m ago•0 comments

CSS for Styling a Markdown Post

https://webdev.bryanhogan.com/miscellaneous/styling-markdown/
1•bryanhogan•22m ago•0 comments