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Show HN: We built an OCR API to stop babysitting extraction pipelines

1•tchop2020•1h ago
Hey HN — we built an OCR API for teams who are tired of constantly maintaining extraction pipelines.

If you’re running OCR in production, this is what it changes for you: - You don’t have to maintain custom orchestration code across multiple OCR models. We run a managed, multi-model consensus engine instead. - You don’t have to hand-tune prompts or schemas. The system auto-optimizes prompts and schemas against observed extraction failures. - You don’t get silent failures. Every field comes with explicit error flags so downstream systems know what to trust. - You don’t have to keep tweaking the pipeline as documents change. The extraction loop converges automatically toward higher accuracy over time.

Under the hood, we run extraction, analyze failure patterns, and adapt prompts and schemas without manual intervention. The result is fewer retries, fewer production surprises, and less ongoing maintenance.

It’s API-first and free to try with a single API call.

Docs: https://www.deepread.tech/docs?utm_source=hackernews&utm_med...

Happy to discuss the technical details, tradeoffs, and the joy (and pain) of building a less-lousy OCR

Llms.txt didn't boost AI traffic for 10 sites; growth was coincidental

https://searchengineland.com/does-llms-txt-matter-467740
1•speckx•36s ago•0 comments

Show HN: Afelyon – AI agent that turns Jira tickets into GitHub PRs

https://afelyon.com/
1•AbduNebu•3m ago•0 comments

Turbopack: Building Faster by Building Less

https://nextjs.org/blog/turbopack-incremental-computation
2•feross•3m ago•0 comments

Show HN: OpsCompanion – Live production context for teams and agents

https://opscompanion.ai/
1•kennethops•3m ago•0 comments

EU-Inc: An API-first corporate structure as alternative to Delaware C-Corps

https://www.eu-inc.org/
1•matesz•4m ago•0 comments

The fix for a segfault that never shipped

https://www.recall.ai/blog/the-fix-for-a-segfault-that-never-shipped
3•davidgu•5m ago•0 comments

Check this futuristic Architecture for ecommerce: composable commerce

https://bagisto.com/en/composable-commerce/
1•anikeshkumar•7m ago•0 comments

Krazam: Rare Data Hunters [video]

https://www.youtube.com/watch?v=IU4ByUbDKNc
2•Topfi•8m ago•0 comments

Cow Tools

https://en.wikipedia.org/wiki/Cow_tools
1•pleurotus•9m ago•0 comments

Show HN: Quadrastack – All-in-one CLI for mocking and testing APIs

https://quadrastack.com
2•yuegui•9m ago•0 comments

Show HN: Kiplomatie – A framework for ethical AI governance

1•Kiplomat-SouCmp•10m ago•0 comments

Show HN: AIChatLens – Save AI chats and snippets locally in the browser

https://chromewebstore.google.com/detail/aichatlens-ai-memory-and/edefkcahpidomhojmdacbdagmccggclb
1•chaimaaM•12m ago•0 comments

Immigration Agencies Are Openly Defying Federal Courts

https://lpeproject.org/blog/immigration-agencies-are-openly-defying-federal-courts/
2•abrownbear•12m ago•0 comments

When "Likers'' Go Private: Engagement with Reputationally Risky Content on X

https://arxiv.org/abs/2601.11140
4•linolevan•12m ago•0 comments

Queuert – Node.js background jobs that live in your database transaction

https://github.com/kvet/queuert
1•dr_kvet•13m ago•1 comments

Naked Power: Apple and Google's Duopoly

https://infrequently.org/2026/01/naked-power/
1•cdrnsf•13m ago•0 comments

RAM shortage chaos expands to GPUs, high-capacity SSDs, and even hard drives

https://arstechnica.com/gadgets/2026/01/ram-shortage-chaos-expands-to-gpus-high-capacity-ssds-and...
3•akyuu•15m ago•0 comments

Trump shares altered map of U.S. flag covering Canada, Greenland and Venezuela

https://www.ctvnews.ca/canada/article/trump-shares-altered-map-of-us-flag-covering-canada-greenla...
6•Infiniti20•16m ago•0 comments

The Path to Real-Time Worlds and Why It Matters

https://over.world/blog/the-path-to-real-time-worlds-and-why-it-matters
2•Philpax•18m ago•0 comments

Ask HN: Will humans still vote after AI takes over?

3•nothrowaways•18m ago•3 comments

Web-based video editor powered by WebGPU

https://subformer.com/en-US/editor
5•mohebifar•20m ago•3 comments

Hightouch built their long-running agent harness

https://www.amplifypartners.com/blog-posts/how-hightouch-built-their-long-running-agent-harness
29•thecr0w•21m ago•1 comments

Show HN: CanIUse for WebCodecs – Hardware support from 71M tests

https://webcodecsfundamentals.org/datasets/codec-support-table/
2•sb2702•21m ago•1 comments

Leading through uncertainty in the age of AI

https://www.pwc.com/gx/en/issues/c-suite-insights/ceo-survey.html
2•shscs911•23m ago•0 comments

OpenAI aims to debut first device in 2026

https://www.axios.com/2026/01/19/openai-device-2026-lehane-jony-ive
4•Vasniktel•23m ago•0 comments

Ask HN: Burned out from tech, what else is there?

47•bleosh•23m ago•49 comments

Show HN: Modal Agents SDK

https://github.com/sshh12/modal-claude-agent-sdk-python
3•sshh12•23m ago•0 comments

Intricacies of the Helix Nebula Revealed by Webb

https://esawebb.org/news/weic2601/
2•speckx•24m ago•0 comments

Military models Canadian response to hypothetical American invasion

https://www.theglobeandmail.com/politics/article-military-models-canadian-response-to-hypothetica...
15•Teever•24m ago•3 comments

Software Sales Is Dead: AI Killed Your Career While You Were Making Quota

https://serendb.com/blog/software-sales-is-dead
3•mike4445•24m ago•0 comments