Agint Flow
design software as a graph, then compile the graph to code
Details
- External ID
- 46650465
- Source
- HN
- Company
- —
- Product
- Agint Flow
- Website domain
- agintai.com
- Launched
- Jan. 16, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.09617918313570488
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Description
Hi HN — I’m Abhi.We built Agint so PMs and engineers can design and edit software as a graph — architecture first — iterate with fast visual feedback, then generate deployable code from it when it’s ready.We presented underlying approach at NeurIPS (Deep Learning for Codegen) as an Agentic Graph Compiler:The graph (structure + types + semantic annotations) is the source of truth, and code is a compilation/export target.Paper: Agentic Graph Compilation for Software Engineering Agents:https://arxiv.org/abs/2511.19635Live Demo:https://flow.agintai.com(The demo runs in sandbox mode -- no real external tools/data sources wired yet. It creates repos @ github.com/AgintHub)CLI:https://github.com/AgintAI/agint-cliHow it works:Type in the chat to modify the graph (or use the “+” menu for specific actions).1) Create/Compose: (chat + live graph feedback) design and modify algorithmic flow + schema graphs: Add, remove, split, merge, and rename steps, via chat "Fetch stock data from the NYSE and NASDAQ" "Also include the Toronto Stock Exchange" "Add the LSE as well" 2) Refine/Upgrade (engineering-facing, GUI + CLI / git-friendly graph edits): Add types, semantic annotations, restructure, reorganize nodes, transform, execute, and test behavior "Break the combine step into storage, normalization, and repartitioning" On the CLI it can look like: dagify refine workflow.yaml \ "add protocol-level details, latencies, and datacenter info for each feed" --intelligence 5 dagify resolve workflow.yaml --yaml-display --ascii 3) Save/Load/Export: “Save” exports the graph into ordinary code, pipelines, tool calls, and APIs that can be owned and deployed like any other system. The graph is an executable artifact, not just documentation. Targets include native Python today, plus exports to frameworks like CrewAI/LangGraph.Example output repo: https://github.com/AgintHub/dreamy-mirzakhani/blob/agint/out...Would love reactions and feedback — I’ll be around to answer questions.Thanks, [email protected]
Enrichment
- Theme
- AI agent frameworks and developer tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- visual graph-based code generation
- Manually corrected
- False
Could you build this?
No Agint Flow relies on peer-reviewed research (NeurIPS paper) for an Agentic Graph Compiler that translates graphical software architecture diagrams directly into production-ready multi-file source code.
What it would actually take: Building this requires novel research in code-generation agents and graph compilation theory. The architecture requires a graph DSL representing state, components, and dataflow, combined with an LLM compiler pass that parses graph topology, resolves dependencies, and performs hierarchical iterative code synthesis with deterministic verification loops and AST validation across multiple files.
Discussion
3 comments analyzed.
Competitors
Other products that read as similar to this one — 247 launches clear the similarity bar, closest 8 shown.
Attention rank: #243 of 248 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 74 days after the earliest competitor.
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- Teaching AI agents to write better GraphQL · hn · 2026-02-04 · 6 upvotes · similarity 0.47
- graph-engineering · github · 2026-09-09 · 21 upvotes · similarity 0.46
- Graph Compose · hn · 2026-04-21 · 13 upvotes · similarity 0.45
- First autonomous ML and AI engineering Agent · hn · 2026-01-22 · 5 upvotes · similarity 0.44
- CodeViz · hn · 2025-12-01 · 5 upvotes · similarity 0.43
- Sgai · hn · 2026-02-25 · 36 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
Same idea, different domain
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