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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•9mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•9mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions

Help me with positioning/marketing of my AI agent

https://getharmony.ai/
1•Vishal19111999•5m ago•1 comments

Dimon's 'cockroaches' to the BlueOwl freeze: Stress spreading in private credit

https://www.cnbc.com/2026/02/24/private-credit-3-trillion-boom-bankruptcies-fraud-blue-owl-redemp...
1•zerosizedweasle•8m ago•0 comments

Meta executive warned Facebook Messenger encryption plan was 'so irresponsible'

https://www.reuters.com/legal/government/meta-executive-warned-facebook-messenger-encryption-plan...
1•c420•8m ago•0 comments

The reason to avoid the damp in the morning

https://dreamhomestore.co.uk/collections/chest-of-drawers
1•Emmasahota97•11m ago•2 comments

The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
1•sideway•11m ago•0 comments

OpenAI resets spending expectations. Compute target is around $600B by 2030

https://www.cnbc.com/2026/02/20/openai-resets-spend-expectations-targets-around-600-billion-by-20...
2•dnw•14m ago•0 comments

Ask HN: What should be done to prevent world control by pedo-rings of satanists

1•julienreszka•16m ago•0 comments

Under water, in denial: is Europe drowning out the climate crisis?

https://www.theguardian.com/news/ng-interactive/2026/feb/21/under-water-in-denial-is-europe-drown...
1•xbmcuser•22m ago•0 comments

Speeding up HTML generation by 2000%

https://bobrubbens.nl/post/speeding-up-html-generation-2000/
1•todsacerdoti•24m ago•0 comments

Show HN: Notion-CLI – Full Notion API from the terminal, 39 commands, one binary

https://github.com/4ier/notion-cli
1•4ier•29m ago•0 comments

Apple Plans to Manufacture Mac Mini in Houston

https://www.wsj.com/tech/apple-plans-to-manufacture-mac-mini-in-houston-c9b4c23c
1•7777777phil•29m ago•0 comments

Rows will be joining Superhuman

https://rows.com/blog/post/rows-is-joining-superhuman
1•soheilpro•29m ago•0 comments

Show HN: A Claude Code hook that sends you to bed

https://github.com/ElleNajt/agent-bedtime
1•ellenajt•31m ago•0 comments

Ask HN: How do you prove a privileged infra change ran as approved?

1•ahmedmostafa16•31m ago•0 comments

Claude Code to Figma: The Complete Guide to AI Driven Product Design Workflows

https://manojgopanapalli.substack.com/p/claude-code-to-figma-the-complete
2•thecontentboy•32m ago•1 comments

Tracking NixOS option values and dependencies

https://oddlama.org/blog/tracking-options-in-nixos/
1•birdculture•33m ago•0 comments

Show HN: Suplex – All-in-one cold email (leads, sending, CRM)

https://www.trysuplex.com
1•machomillions•34m ago•0 comments

Tim Paterson

https://en.wikipedia.org/wiki/Tim_Paterson
1•keepamovin•35m ago•0 comments

Improving Deep Agents with Harness Engineering

https://twitter.com/Vtrivedy10/status/2023805578561060992
1•gmays•36m ago•0 comments

Computer-Using World Model

https://arxiv.org/abs/2602.17365
1•steamboatwillie•37m ago•0 comments

Situated Software

https://gwern.net/doc/technology/2004-03-30-shirky-situatedsoftware.html
1•ustad•39m ago•0 comments

Show HN: Pragmatica Aether – a distributed Java runtime that replaces Kubernetes

https://github.com/pragmaticalabs/pragmatica
1•siy•40m ago•0 comments

The Future of Agentic Computing

https://www.cjroth.com/blog/2026-02-23-the-future-of-agentic-computing
1•thoughtfulchris•41m ago•0 comments

Wealthy spouses are hiding crypto assets in divorce cases, say lawyers

https://www.ft.com/content/df01cdb5-aac8-4d41-bbd8-56a198694394
4•mmarian•45m ago•0 comments

Show HN: Scheme-langserver – Digest incomplete code with static analysis

https://github.com/ufo5260987423/scheme-langserver
1•ufo5260987423•46m ago•0 comments

Work experience kids messed with manager's PC to send him to Ctrl-Alt-Del hell

https://www.theregister.com/2026/02/23/who_me/
1•vismit2000•53m ago•0 comments

NASA's Perseverance Now Autonomously Pinpoints Its Location on Mars

https://www.nasa.gov/missions/mars-2020-perseverance/perseverance-rover/nasas-perseverance-now-au...
1•pieterr•55m ago•0 comments

Everyone in AI is building the wrong thing for the same reason

https://www.joanwestenberg.com/everyone-in-ai-is-building-the-wrong-thing-for-the-same-reason/
4•pmg101•58m ago•1 comments

DJI Romo's MQTT broker had no ACLs – one token, 7k home cameras

https://www.theverge.com/tech/879088/dji-romo-hack-vulnerability-remote-control-camera-access-mqtt
1•bakibab•1h ago•0 comments

Anthropic: AI helps break the cost barrier to COBOL modernization

https://claude.com/blog/how-ai-helps-break-cost-barrier-cobol-modernization
2•aquir•1h ago•3 comments