Tracking AI-generated code across open-source repositories · 2026-03-31 · 19 repos

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#1

Repository

thedotmack/claude-mem

AI Commits

79/100

AI PRs

8/100

AI Reviews

16/19

Bot Rate

0.0%

Trend

↓2.7%

AI Score

63.5%

C 79/100

PR 8/100

R 16/19

Bot 0.0%

#2

Repository

Significant-Gravitas/AutoGPT

AI Commits

36/100

AI PRs

0/100

AI Reviews

107/260

Bot Rate

5.0%

Trend

↓4.8%

AI Score

31.1%

C 36/100

PR 0/100

R 107/260

Bot 5.0%

#3

Repository

hacksider/Deep-Live-Cam

AI Commits

9/100

AI PRs

4/100

AI Reviews

5/5

Bot Rate

3.0%

Trend

↑0.6%

AI Score

28.0%

C 9/100

PR 4/100

R 5/5

Bot 3.0%

#4

Repository

openclaw/openclaw

AI Commits

0/100

AI PRs

16/100

AI Reviews

299/307

Bot Rate

0.0%

Trend

↑6.3%

AI Score

26.7%

C 0/100

PR 16/100

R 299/307

Bot 0.0%

#5

Repository

mem0ai/mem0

AI Commits

39/100

AI PRs

1/100

AI Reviews

0/1

Bot Rate

2.5%

Trend

↑12.2%

AI Score

21.9%

C 39/100

PR 1/100

R 0/1

Bot 2.5%

#6

Repository

FlowiseAI/Flowise

AI Commits

21/100

AI PRs

11/100

AI Reviews

0/32

Bot Rate

5.5%

Trend

↓1.6%

AI Score

18.3%

C 21/100

PR 11/100

R 0/32

Bot 5.5%

#7

Repository

HKUDS/nanobot

AI Commits

5/100

AI PRs

6/100

AI Reviews

6/15

Bot Rate

0.0%

Trend

↑6.0%

AI Score

15.5%

C 5/100

PR 6/100

R 6/15

Bot 0.0%

#8

Repository

open-webui/open-webui

AI Commits

0/100

AI PRs

46/100

AI Reviews

0/1

Bot Rate

2.0%

Trend

↑1.4%

AI Score

15.4%

C 0/100

PR 46/100

R 0/1

Bot 2.0%

#9

Repository

OpenHands/OpenHands

AI Commits

1/100

AI PRs

36/100

AI Reviews

0/31

Bot Rate

7.5%

Trend

↓1.1%

AI Score

13.8%

C 1/100

PR 36/100

R 0/31

Bot 7.5%

#10

Repository

huggingface/transformers

AI Commits

10/100

AI PRs

18/100

AI Reviews

0/35

Bot Rate

1.0%

Trend

↑7.6%

AI Score

12.8%

C 10/100

PR 18/100

R 0/35

Bot 1.0%

#11

Repository

facebook/react

AI Commits

1/100

AI PRs

4/100

AI Reviews

0/2

Bot Rate

7.5%

Trend

↓0.6%

AI Score

6.2%

C 1/100

PR 4/100

R 0/2

Bot 7.5%

#12

Repository

rasbt/LLMs-from-scratch

AI Commits

0/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

5.9%

C 0/100

PR 0/100

R 0/0

Bot 0.0%

#13

Repository

ollama/ollama

AI Commits

2/100

AI PRs

4/100

AI Reviews

0/1

Bot Rate

0.0%

Trend

↑4.3%

AI Score

4.7%

C 2/100

PR 4/100

R 0/1

Bot 0.0%

#14

Repository

kamranahmedse/developer-roadmap

AI Commits

1/100

AI PRs

11/100

AI Reviews

0/0

Bot Rate

41.5%

Trend

↓1.2%

AI Score

3.7%

C 1/100

PR 11/100

R 0/0

Bot 41.5%

#15

Repository

Kong/kong

AI Commits

0/100

AI PRs

2/100

AI Reviews

0/0

Bot Rate

4.5%

Trend

↓2.0%

AI Score

2.6%

C 0/100

PR 2/100

R 0/0

Bot 4.5%

#16

Repository

moeyui1/github-ai-detector

AI Commits

1/40

AI PRs

0/8

AI Reviews

0/0

Bot Rate

10.4%

Trend

↑2.3%

AI Score

2.6%

C 1/40

PR 0/8

R 0/0

Bot 10.4%

#17

Repository

jingyaogong/minimind

AI Commits

0/100

AI PRs

0/81

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

1.8%

C 0/100

PR 0/81

R 0/0

Bot 0.0%

#18

Repository

torvalds/linux

AI Commits

0/100

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

↓0.6%

AI Score

0.1%

C 0/100

PR 0/0

R 0/0

Bot 0.0%

#19

Repository

tensorflow/tensorflow

AI Commits

0/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

50.5%

Trend

↓0.7%

AI Score

0.1%

C 0/100

PR 0/100

R 0/0

Bot 50.5%

Show 11 more …

📋 Detail

	Repository	AII	Trend	Bot Rate	AI Commits	AI PRs	AI Reviews	Events
	thedotmack/claude-mem	63.5%	↓2.7%	0.0%	79/100	8/100	16/19	200
	Significant-Gravitas/AutoGPT	31.1%	↓4.8%	5.0%	36/100	0/100	107/260	200
	hacksider/Deep-Live-Cam	28.0%	↑0.6%	3.0%	9/100	4/100	5/5	200
	openclaw/openclaw	26.7%	↑6.3%	0.0%	0/100	16/100	299/307	200
	mem0ai/mem0	21.9%	↑12.2%	2.5%	39/100	1/100	0/1	200
	FlowiseAI/Flowise	18.3%	↓1.6%	5.5%	21/100	11/100	0/32	200
	HKUDS/nanobot	15.5%	↑6.0%	0.0%	5/100	6/100	6/15	200
	open-webui/open-webui	15.4%	↑1.4%	2.0%	0/100	46/100	0/1	200
	OpenHands/OpenHands	13.8%	↓1.1%	7.5%	1/100	36/100	0/31	200
	huggingface/transformers	12.8%	↑7.6%	1.0%	10/100	18/100	0/35	200
	facebook/react	6.2%	↓0.6%	7.5%	1/100	4/100	0/2	200
	rasbt/LLMs-from-scratch	5.9%	→	0.0%	0/100	0/100	0/0	200
	ollama/ollama	4.7%	↑4.3%	0.0%	2/100	4/100	0/1	200
	kamranahmedse/developer-roadmap	3.7%	↓1.2%	41.5%	1/100	11/100	0/0	200
	Kong/kong	2.6%	↓2.0%	4.5%	0/100	2/100	0/0	200
	moeyui1/github-ai-detector	2.6%	↑2.3%	10.4%	1/40	0/8	0/0	48
	jingyaogong/minimind	1.8%	→	0.0%	0/100	0/81	0/0	181
	torvalds/linux	0.1%	↓0.6%	0.0%	0/100	0/0	0/0	100
	tensorflow/tensorflow	0.1%	↓0.7%	50.5%	0/100	0/100	0/0	200

HKUDS/nanobot

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(discord): configurable read receipt + subagent working	95256155o	Commit message contains explicit AI assi	2026-03-30
COMMIT	1.00	feat(discord): Use `discord.py` for stable discord channel (	rick2047	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	refactor(channels): abstract login() into BaseChannel, unify	chengyongru	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(weixin): add outbound media file sending via CDN upload	ZhangYuanhan-AI	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(weixin): add personal WeChat channel via ilinkai HTTP l	ZhangYuanhan-AI	Commit message contains explicit AI assi	2026-03-22
PR	1.00	docs: add codebase analysis documentation	caitengwei	Explicitly states 'Generated with Claude	2026-03-31
PR	1.00	fix: restore GitHub Copilot auth flow	RongLei-intel	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	fix(bridge): add participant field and compute wasMentioned	danielphang	Explicit indicator: 'Generated with Clau	2026-03-15
PR	1.00	feat(heartbeat,cron): Add generic gateway notification targe	rick2047	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix: make heartbeat stateless by default	xiwuqi	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	fix: subagent results are sent to chat root instead of reply	flobo3	PR body explicitly mentions AI collabora	2026-03-21
COMMIT	0.20	test(agent): cover disabled subagent exec tool	Re-bin	'Made-with: Cursor' could imply AI assis	2026-03-31
PR	0.20	feat: add Twilio WhatsApp channel with media serving and tes	srinathh	Markdown usage; free text is mildly poli	2026-03-31
PR	0.20	feat: add Twilio WhatsApp channel as pure-Python alternative	srinathh	Similar to #6, polished but context-spec	2026-03-29
PR	0.20	feat(agent): two-stage memory system with Dream consolidatio	chengyongru	Technical, domain-specific, typos ('refe	2026-03-30
Show more …

openclaw/openclaw

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	feat: auto-register media-understanding for custom providers	wbavon	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	feat(amazon-bedrock): add Bedrock Guardrails support	MikeORed	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	fix(acp): resolve agent profile alias to harness ID in sessi	alexanderkreidich	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	feat(acp): DM conversation handoff -- bind:here for DMs with	alexanderkreidich	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	feat(exa): support custom baseUrl in webSearch config	lyfuci	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Fix/webchat session isolation	jaspmf	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	fix(ui): include sourceChannel in exec.approval.resolve from	lyfuci	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	fix: normalize openai-completions usage fields for DashScope	lyfuci	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	fix(telegram): break repeated update replay storms	SweetSophia	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	fix(discord): restore voice receive path and reply playback	wit-oc	PR body explicitly mentions AI collabora	2026-03-09
PR	1.00	fix(gateway): clear throttled launchd state before re-bootst	YiWang24	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	docs: add ElevenLabs STT to community plugins	MKV21	PR body explicitly mentions AI collabora	2026-03-28
PR	1.00	fix: sanitize ClawHub archive paths for scoped plugins	MKV21	PR body explicitly mentions AI collabora	2026-03-28
PR	1.00	fix(delivery): track and log silent delivery failures	Kaspre	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	Sandbox: relabel managed workspace mounts for SELinux	neeravmakwana	PR body explicitly mentions AI collabora	2026-03-31
Show more …

ollama/ollama

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	runner: fix swallowed error in allocModel graph reservation	unknown	Commit message contains explicit AI assi	2026-03-14
COMMIT	0.90	doc: update vscode doc (#15064)	hoyyeva	Contains AI collaboration trailer (Co-au	2026-03-26
PR	0.90	fix: pin 10 unpinned action(s),extract 1 unsafe expression(s	dagecko	Very formal, generic introduction, typic	2026-03-26
PR	0.80	fix: security assessment identifies authentication m... in a	orbisai0security	Has AI security scanner and automated fi	2026-03-30
PR	0.80	feat: autotune - automatic hardware-based performance optimi	GuilhermeP96	Structured 'Summary' and 'Changes' secti	2026-03-26
PR	0.70	feat: add PARAMETER think support for Modelfile	sanchez314c	Formal 'Summary' and 'Problem/Solution'	2026-02-06
PR	0.50	README: Re-add handy-ollama to community integrations	AXYZdong	Polished and formal but could be human c	2026-03-26
PR	0.35	feat: Add Support for Qwen3-vl and Qwen2.5-vl Video Mode	vincentkoc	Some formal/complete sentences, but tech	2025-11-05
PR	0.30	fix: memory leak when when vocab loading from file failed	EugeneKirian	Uses template headings with perfect gram	2026-03-30
PR	0.30	mlx: qwen3.5 vision support	pdevine	Brief and technical, but includes human	2026-03-19
PR	0.22	docs: fix broken links, convert GitHub callouts to Mintlify	maternion	Detailed technical steps, structured for	2026-03-24
PR	0.20	Preserve thought signatures in tool calls and messages (fix	willificent	Technical explanation, some structure, b	2026-03-06
PR	0.20	launch: replace deprecated OPENAI_BASE_URL with config.toml	hoyyeva	Detailed technical content, uses domain-	2026-03-24
PR	0.20	fix(app): prevent sidebar animation on initial load	renezander030	Detailed technical summary, no AI-like p	2026-03-31
PR	0.20	Draft: multimodal embedding api	jclab-joseph	Direct status update, mentions links, ty	2026-03-31
Show more …

open-webui/open-webui

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	fix: clear taskIds immediately on response done	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	perf: replace JS transition with CSS animation in TextToken	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	perf: replace JS transition with CSS animation in CodespanTo	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	WIP: channel calls	micahdbak	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Fix: redis release lock atomic	jmleksan	PR body explicitly mentions AI collabora	2026-02-26
PR	1.00	feat: adding open-terminal virtual desktop	volkermauel	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat: Implement Redis migration lock for coordinated databas	jmleksan	PR body explicitly mentions AI collabora	2026-02-27
PR	1.00	perf: skip deep clone per streaming token in ResponseMessage	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	perf: single yield per line in stream chunks handler	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat: add OpenAI Realtime WebRTC voice mode	rbb-dev	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	fix: openapi path item parsing	ju6ge	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	fix: docling complex parameter serialization	ju6ge	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat: Save error messages to the database	ShirasawaSama	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	fix: only persist disabled built-in tools in model meta	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	perf: project only Chat.id in delete_shared_chats_by_user_id	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-30
Show more …

huggingface/transformers

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix: prefer registered config over remote code in AutoConfig	HanFa	Commit message contains explicit AI assi	2026-03-31
COMMIT	1.00	Fix stupid test fetcher (#45140)	ydshieh	Commit message contains explicit AI assi	2026-03-31
COMMIT	1.00	[Bugfix] Remove incorrect torchvision requirement from PIL b	Lidang-Jiang	Commit message contains explicit AI assi	2026-03-30
COMMIT	1.00	fix: protect torch imports in processing files and fix impor	ArthurZucker	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	Fix release full (#45029)	ArthurZucker	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	Add `base_model_tp_plan` to `OlmoeConfig` (#44668)	dacorvo	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	Fix `maybe_autocast` crashing on meta device tensors (#44984	Butanium	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	LwDetrImageLoss: Fix dtype casting to prevent crash when usi	m-matthias	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	fix(i18n): replace broken relative links to awesome-transfor	NicoleRobin	Commit message contains explicit AI assi	2026-03-23
PR	1.00	feat: adapter loading with TP	michaelbenayoun	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	Fix incorrect TrainingArguments example in training.md	maanas1234	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	Add Xiaomi MiMo-V2	casinca	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	Pass packed boundary metadata to Qwen3.5 linear-attention fa	sdharani91	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Allow for all layers in Qwen3.5 architecture to be Gated Del	HallerPatrick	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	Add GDS support for safetensors loading	cyyever	PR body explicitly mentions AI collabora	2026-03-30
Show more …

mem0ai/mem0

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	ci(cli): add CI pipelines for Node and Python CLI SDKs (#464	whysosaket	Commit message contains explicit AI assi	2026-03-31
COMMIT	1.00	fix(ts): extract JSON from chatty LLM responses in fact retr	Krishnachaitanyakc	Commit message contains explicit AI assi	2026-03-30
COMMIT	1.00	fix: reset graph database in Memory.reset() (#4185)	Br1an67	Commit message contains explicit AI assi	2026-03-30
COMMIT	1.00	fix(ts): work around Qdrant Cloud "Illegal host" error (#456	utkarsh240799	Commit message contains explicit AI assi	2026-03-28
COMMIT	1.00	fix(vector_stores): handle vector=None in Milvus and Qdrant	utkarsh240799	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	fix(memory): set updated_at on creation and preserve pre-exi	utkarsh240799	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	chore: updating the sdk version and changelog (#4561)	kartik-mem0	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: merge multiple filter operators for same key (#4559)	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: prevent SQL injection in Databricks vector store (#4558	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	docs: fix OSS REST API endpoint discrepancies (#4555)	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: update parameter added to the update function which is	zaiddkhan	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	docs: fix LLM reranker config examples and field names (#453	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix(openclaw): improve credential detection in extraction in	chaithanyak42	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: handle chatty LLM responses in JSON parsing (#4525)	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix(openclaw): prevent extraction of standalone timestamps a	chaithanyak42	Commit message contains explicit AI assi	2026-03-26
Show more …

torvalds/linux

Analysis report — 2026-03-31

Events (100)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.10	ext4: handle wraparound when searching for blocks for indire	tytso	Mentions LLM indirectly but text itself	2026-03-26
COMMIT	0.00	cgroup/cpuset: Skip security check for hotplug induced v1 ta	Waiman-Long	Technical language, issue reference, and	2026-03-31
COMMIT	0.00	cgroup/cpuset: Simplify setsched decision check in task iter	Waiman-Long	Standard technical summary with sign-off	2026-03-31
COMMIT	0.00	selftests/sched_ext: Add cyclic SCX_KICK_WAIT stress test	htejun	Domain-specific, tested-by/reviewed-by l	2026-03-29
COMMIT	0.00	sched_ext: Fix SCX_KICK_WAIT deadlock by deferring wait to b	htejun	Technical detail, domain jargon, lacks A	2026-03-29
COMMIT	0.00	rtla: Fix build without libbpf header	lenticularis39	Technical, context-specific commit style	2026-03-30
COMMIT	0.00	Linux 7.0-rc6	torvalds	Contains only version info; no AI signal	2026-03-29
COMMIT	0.00	MAINTAINERS: drop outdated I2C website	unknown	Concise human style, domain-specific and	2026-03-27
COMMIT	0.00	futex: Clear stale exiting pointer in futex_lock_pi() retry	unknown	Terse, technical, with hand-written stac	2026-03-26
COMMIT	0.00	tracing: Drain deferred trigger frees if kthread creation fa	Wes2000ley	Technical, concise, uses domain jargon,	2026-03-24
COMMIT	0.00	mm/mseal: update VMA end correctly on merge	unknown	Detailed bug explanation, informal and t	2026-03-27
COMMIT	0.00	bug: avoid format attribute warning for clang as well	arndb	Highly technical, typical Linux kernel c	2026-03-23
COMMIT	0.00	mm/pagewalk: fix race between concurrent split and refault	akamaxb	Technical detail and informal bug reprod	2026-03-25
COMMIT	0.00	mm/memory: fix PMD/PUD checks in follow_pfnmap_start()	unknown	Highly technical and specific to Linux i	2026-03-23
COMMIT	0.00	mm/damon/sysfs: check contexts->nr in repeat_call_fn	techyguyperplexable	Technical, detailed issue reproduction,	2026-03-21
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moeyui1/github-ai-detector

Analysis report — 2026-03-31

Events (48)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.70	feat: enhance README and localization with dynamic AII scori	moeyui1	Formal, generic phrasing like 'enhance'	2026-03-26
COMMIT	0.20	feat: enhance trending repos fetching with min_stars and act	moeyui1	Concise, domain-specific commit message,	2026-03-27
COMMIT	0.20	feat: add support for trending AI repos in configuration and	moeyui1	Brief, straightforward technical descrip	2026-03-26
COMMIT	0.20	feat: switch model to DeepSeek-V3.2 and comment out gpt-4.1	moeyui1	Conventional, concise commit message wit	2026-03-26
COMMIT	0.10	feat: update page titles and add meta descriptions for SEO e	moeyui1	Conventional commit format, terse and ty	2026-03-27
COMMIT	0.10	Add daily AI Radar report badge to README	moeyui1	Short, factual commit message; concise a	2026-03-25
PR	0.10	Defer non-critical report assets and generate sitemap/robots	Copilot	Detailed changelog style, but reads as h	2026-03-28
COMMIT	0.05	feat: initialize Tailwind CSS setup with daisyUI and add sty	moeyui1	Concise, domain-specific changelog; no s	2026-03-31
COMMIT	0.00	feat: add GitHub Star button to ranking header	moeyui1	Concise commit message with domain-speci	2026-03-30
COMMIT	0.00	Optimize mobile sidebar and summary heading layout	Copilot	Technical changelog and co-author traile	2026-03-29
COMMIT	0.00	Optimize mobile top-of-page layout with proper header bar	Copilot	Technical changelog and co-author traile	2026-03-29
COMMIT	0.00	Initial plan	Copilot	Terse and generic; typical human summary	2026-03-29
COMMIT	0.00	fix: simplify share button layout in summary section	moeyui1	Short, domain-specific commit message; n	2026-03-28
COMMIT	0.00	Generate sitemap and robots for static site	Copilot	Straightforward commit, no AI attributio	2026-03-28
COMMIT	0.00	fix: address lazy-load review feedback	Copilot	Human-style, direct fix description; no	2026-03-28
Show more …

kamranahmedse/developer-roadmap

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	content(docker): add descriptions for Linux fundamentals top	inoovador	Commit message contains explicit AI assi	2026-03-30
PR	1.00	fix: multiple fetch() calls to ai endpoints in custo... in u	orbisai0security	Explicitly states: Automated security fi	2026-03-29
PR	0.70	docs: update PR #5	Fmarzochi	Repetitive phrasing and 'automated contr	2026-03-22
PR	0.70	docs: update PR #4	Fmarzochi	'automated contribution' implies AI invo	2026-03-22
PR	0.70	docs: update PR #3	Fmarzochi	'automated contribution' generic and aut	2026-03-22
PR	0.70	docs: update PR #2	Fmarzochi	'automated contribution' content is typi	2026-03-22
PR	0.70	docs: update PR #1	Fmarzochi	'automated contribution' indicates non-h	2026-03-22
PR	0.70	docs: update PR #4	Fmarzochi	'automated contribution' implies AI invo	2026-03-22
PR	0.70	docs: update PR #3	Fmarzochi	'automated contribution' generic and aut	2026-03-22
PR	0.70	docs: update PR #2	Fmarzochi	'automated contribution' content is typi	2026-03-22
PR	0.70	docs: update PR #1	Fmarzochi	'automated contribution' indicates non-h	2026-03-22
PR	0.70	docs: update PR #5	Fmarzochi	Repetitive phrasing and 'automated contr	2026-03-22
COMMIT	0.40	feat: Add 10 comprehensive Node.js interview questions (#956	heysaiyad	Detailed itemization, but uses domain te	2026-03-30
PR	0.40	docs: add OpenAI Response API content	rht-21	Short, factual update; slightly formal b	2026-02-06
PR	0.40	Enhance Python roadmap with detailed description	MatheusDSantossi	Somewhat generic phrasing but not defini	2026-03-10
Show more …

facebook/react

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Fix useDeferredValue getting stuck (#36134)	gaearon	Explicitly credited to Claude; 'Written/	2026-03-24
PR	1.00	Fix typo in README	Aromal2873	Explicit AI assistance: 'Drafted with AI	2026-03-30
PR	1.00	Fix useDeferredValue getting stuck	gaearon	Explicit: 'Written/debugged by Claude.'	2026-03-24
PR	0.90	[Feature] Add useList hook with remove and removeAt function	usmonovshohruxmirzo	Polite, overly formal overview with boil	2026-03-26
PR	0.80	Fix/unhandled promise rejection stylesheet loading	Lihexs	Formal, explanatory writing style and st	2025-12-26
COMMIT	0.50	docs: fix typos and improve abbreviation usage in DESIGN_GOA	aliden1z	Slightly formal but brief; 'Happy to con	2026-03-30
PR	0.50	Fix Report: ESLint Rules of Hooks Bug in Default Export Arro	afurm	Mix of formal and technical; possible li	2025-12-28
COMMIT	0.20	Enables Basic View Transition support for React Native Fabri	zeyap	Domain jargon and structured changelog;	2026-03-19
COMMIT	0.20	[enableInfiniteRenderLoopDetection] Warn about potential inf	hoxyq	Technical detail and informal errors; hu	2026-03-18
COMMIT	0.20	Fix focus set for delegated and already focused elements (#3	jackpope	Bug explanation and fix rationale; infor	2026-03-12
COMMIT	0.20	[Flight] Clear chunk reason after successful module initiali	unstubbable	Detailed technical error description; hu	2026-03-12
COMMIT	0.20	[compiler] Add fault tolerance plan document (#35872)	josephsavona	Slightly formal but concise; detailed te	2026-02-23
COMMIT	0.20	[eslint-plugin-react-hooks] Add ESLint v10 support (#35720)	azat-io	Some formal explanation, but technical a	2026-02-13
PR	0.20	[Compiler] Remove ObjectMethod HIR node, lower as FunctionEx	Bobadu	Filled with domain-specific details and	2026-03-27
PR	0.20	fix: add missing useState import in test fixture	PGrayCS	Casual tone, domain error output, not ov	2025-12-26
Show more …

Significant-Gravitas/AutoGPT

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(platform): admin preview marketplace submissions before	ntindle	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(backend): downgrade user-caused LLM API errors to warnin	Otto-AGPT	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	fix(backend): allow admins to download submitted agents pend	ntindle	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	docs: add Why/What/How structure to PR template, CLAUDE.md,	Otto-AGPT	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	fix(backend+frontend): reduce Sentry noise from user-caused	Otto-AGPT	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(frontend): detect closed OAuth popup and allow dismissin	Otto-AGPT	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	hotfix(marketplace): adjust card height overflow (#12497)	0ubbe	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	refactor(frontend/marketplace): move download below Add to l	0ubbe	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix(backend): support Responses API in SmartDecisionMakerBlo	ntindle	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	docs(platform): add TDD guidance to CLAUDE.md files (#12491)	Otto-AGPT	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	revert(platform): Revert invite system (#12485)	Pwuts	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend): rename "CoPilot" to "AutoPilot" on credits pa	Otto-AGPT	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend): collapse navbar text to icons below 1280px (#	0ubbe	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend/marketplace): comprehensive marketplace UI rede	0ubbe	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(platform): replace suggestion pills with themed prompt	0ubbe	Commit message contains explicit AI assi	2026-03-19
Show more …

rasbt/LLMs-from-scratch

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.40	Add some appendix E runtimes (#927)	rasbt	Repetitive commit lines suggest possible	2025-12-19
COMMIT	0.30	Add Tiny Aya from scratch (#962)	rasbt	Standard PR title format, but too generi	2026-02-19
COMMIT	0.30	Readability and code quality improvements (#959)	rasbt	Generic but plausible human commit messa	2026-02-18
COMMIT	0.30	Sliding window KV Cache bug fix (#925)	talentJay-ux	Structured but human bug report; slight	2025-12-16
COMMIT	0.30	Add Olmo 3 README (#915)	rasbt	README update with repetitive edits; min	2025-11-23
COMMIT	0.30	fix: correct role of the beta hyperparameter on the DPO loss	andreas-yin	Technical explanation, formal tone but n	2025-09-13
COMMIT	0.20	User argpars utils to show default args on command line	rasbt	Brief technical command line utility des	2026-03-02
COMMIT	0.20	remove redundant assignment (#961)	rasbt	Brief technical note, typical human comm	2026-02-19
COMMIT	0.20	Use correct input in layernorm example (#960)	rasbt	Bullet points follow human commit habit,	2026-02-19
COMMIT	0.20	Fix flex attention in PyTorch 2.10 (#957)	rasbt	Specific technical fix referencing PyTor	2026-02-09
COMMIT	0.20	Fix docstring parameter names in compute_dpo_loss function (	wozniakos10	Technical docstring fix, jargon present	2026-01-29
COMMIT	0.20	Update unit tests for CI (#952)	rasbt	CI update commits often terse; bullet fo	2026-01-27
COMMIT	0.20	Cover Python 3.12 (#933)	rasbt	Simple PR title referencing issue; typic	2025-12-27
COMMIT	0.20	Gated DeltaNet updates (#926)	rasbt	Concise, technical PR title; human-autho	2025-12-19
COMMIT	0.20	n_heads × d_head -> d_head × d_head in DeltaNet (#903)	rasbt	Structured explanation but uses human-li	2025-11-06
Show more …

hacksider/Deep-Live-Cam

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(ui): add hover tooltips to all controls	laurigates	Commit message contains explicit AI assi	2026-02-24
COMMIT	1.00	fix(macos): replace cv2_enumerate_cameras with safe bounded	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	perf(processing): optimize post-processing with float32 and	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	perf(face-swapper): optimize opacity handling and frame copi	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	feat: add GPEN-BFR 256 and 512 ONNX face enhancers	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	Update modules/processors/frame/face_swapper.py	davidstrouk	Commit message contains explicit AI assi	2025-05-04
COMMIT	1.00	Update modules/processors/frame/face_swapper.py	davidstrouk	Commit message contains explicit AI assi	2025-05-04
PR	1.00	perf(face-swapper): add warmup inference call after CoreML m	laurigates	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	perf(processors): remove unnecessary frame copy in post-proc	laurigates	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	fix(face-swapper): use thread-local storage for frame interp	laurigates	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	AI-generated code changes	CommitToday	PR body explicitly mentions AI collabora	2025-11-03
COMMIT	0.90	perf(ui): decouple face detection from swap in live webcam p	laurigates	Overly detailed, formal technical summar	2026-02-22
COMMIT	0.65	Optimization added	hacksider	Overly structured technical description	2026-02-06
PR	0.50	Clarify README description about face swap	krataratha	Some AI tool involvement in summary, but	2026-03-28
PR	0.50	Switch to FP32 model by default, add run script	rohanrathi99	Somewhat formal and structured; final su	2026-03-27
Show more …

OpenHands/OpenHands

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix: treat llm_base_url="" as explicit clear in store_llm_se	LarytheLord	Commit message contains explicit AI assi	2026-03-20
PR	1.00	feat: add tags storage for conversation metadata	malhotra5	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat: add sandbox automation metadata for conversations	malhotra5	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat: Add DEPLOYMENT_MODE detection for conditional onboardi	HeyItsChloe	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	refactor(frontend): Consolidate loading spinners	amanape	PR body explicitly mentions AI collabora	2026-01-28
PR	1.00	fix: Use recommended PRIVATE-TOKEN header for GitLab authent	WangYuhang-CN	PR body explicitly mentions AI collabora	2026-01-27
PR	1.00	feat(frontend): Display LLM model on conversation cards and	sjathin	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	feat(backend): develop api to retrieve git organizations for	hieptl	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat(frontend): add Git Conversation Routing section for org	hieptl	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	feat(frontend): add feature flag for organization claims res	hieptl	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	fix(backend): persist disabled_skills in SaaS settings store	hieptl	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	Add /docs/ folder with README.md for new contributors	Colt1831	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(frontend): pin axios version to mitigate supply chain at	hieptl	PR body explicitly mentions AI collabora	2026-03-31
PR	1.00	Renaming	baobabstack-code	PR body explicitly mentions AI collabora	2026-03-30
PR	1.00	feat: store lead capture form responses	HeyItsChloe	PR body explicitly mentions AI collabora	2026-03-19
Show more …

FlowiseAI/Flowise

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Fix Mass Assignment in Variables Endpoints (#5955)	christopherholland-workday	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	Hardcoded CORS wildcard on TTS endpoint enables cross-origin	christopherholland-workday	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(agentflow): update behaviour for Start node, Http Node,	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	FLOWISE-262 Add ConditionAgent ScenariosInput with dynamic o	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(agentflow): implement deduplication for API client (#60	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	feat(agentflow): add Rich Text editor for Content Editing (F	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	feat(agentflow): MessagesInput, StructuredOutputBuilder + Ex	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-13
COMMIT	1.00	Feat/agentflow async input handlers (#5956)	j-sanaa	Commit message contains explicit AI assi	2026-03-12
COMMIT	1.00	feat(agentflow): ConditionBuilder + dynamic output ports (FL	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-12
COMMIT	1.00	fix(ci): avoid workspace: protocol error in publish-agentflo	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-11
COMMIT	1.00	Fixes to password reset functionality (#5913)	christopherholland-workday	Commit message contains explicit AI assi	2026-03-11
COMMIT	1.00	Prevent IDOR Takeover of DocumentStores (#5914)	christopherholland-workday	Commit message contains explicit AI assi	2026-03-10
COMMIT	1.00	refactor(agentflow): use design tokens for validation colors	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-09
COMMIT	1.00	Stop LLM Generated Code from Having Any Additional Imports (	christopherholland-workday	Explicit AI attribution in Co-authored-b	2026-03-05
COMMIT	1.00	feat(agentflow): add field visibility engine with show/hide	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-04
Show more …

jingyaogong/minimind

Analysis report — 2026-03-31

Events (181)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.20	[fix] harmonize template	jingyaogong	Uses technical term 'harmonize' but in b	2025-11-06
COMMIT	0.15	fix: attn_forwad when is_causal=True assert attn_mask is Non	yuyu5333	Slightly more descriptive but remains te	2025-11-18
COMMIT	0.10	[update] params log	jingyaogong	Bare-bones commit messages typical of hu	2026-01-07
COMMIT	0.10	[update] mask log	jingyaogong	Bare-bones commit messages typical of hu	2026-01-07
COMMIT	0.10	[update] readme	jingyaogong	Bare-bones commit messages typical of hu	2026-01-06
COMMIT	0.10	[update] simplify loader	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[update] readme	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[update] rename train tokenizer	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[update] readme	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[fix] messages num	jingyaogong	Bare-bones commit messages typical of hu	2026-01-04
COMMIT	0.10	[fix] dist cleanup	jingyaogong	Bare-bones commit messages typical of hu	2026-01-02
COMMIT	0.10	[feat] update yarn	jingyaogong	Extremely terse commit-style messages wi	2025-12-01
COMMIT	0.10	[feat] release memory	jingyaogong	Very brief technical phrasing typical of	2025-11-27
COMMIT	0.10	[fix] ppo mask	jingyaogong	Minimal message uses domain abbreviation	2025-11-19
COMMIT	0.10	[fix] model attn_mask	jingyaogong	Concise technical fix reference with dom	2025-11-19
Show more …

thedotmack/claude-mem

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.3	thedotmack	Commit message contains explicit AI assi	2026-03-29
COMMIT	1.00	chore: bump version to 10.6.3	thedotmack	Commit message contains explicit AI assi	2026-03-29
COMMIT	1.00	fix: remove import.meta.url banner from CJS files run by Nod	thedotmack	Commit message contains explicit AI assi	2026-03-29
COMMIT	1.00	fix: address PR review feedback from CodeRabbit	thedotmack	Commit message contains explicit AI assi	2026-03-28
COMMIT	1.00	fix: patch 7 critical bugs affecting all non-dev-machine use	thedotmack	Commit message contains explicit AI assi	2026-03-28
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.2	thedotmack	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	chore: bump version to 10.6.2	thedotmack	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	fix: stop spinner from spinning forever (#1440)	thedotmack	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	feat: strip tags before DB storage (#13	thedotmack	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.1	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	chore: bump version to 10.6.1	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	feat(timeline-report): detect git worktree and use parent pr	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.0	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	chore: bump version to 10.6.0	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(openclaw): inject context via system prompt instead of o	Glucksberg	Commit message contains explicit AI assi	2026-03-18
Show more …

Kong/kong

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	chore(ci): run ai assisted changelog reviews	jschmid1	Explicit use of 'chatgpt'; describes AI-	2024-10-14
PR	0.90	[WIP] Review how read_timeout and write_timeout are set in N	Copilot	Polite, process-planning phrasing; expli	2025-12-25
PR	0.50	Responsive design implemented	si88har1h	Slightly formal, but some minor awkwardn	2022-07-26
PR	0.40	feat(response): add support for gzip decompression in respon	the-wunmi	Technical summary; direct phrasing but n	2025-12-05
PR	0.40	style: relax insert_final_newline rule in .editorconfig to a	nishant361	Slightly formal tone in changelog, but t	2025-06-15
PR	0.30	Enhance matrix-commitly.yml with descriptions	laxmiamrutapadhi	Concise update, minor formality but like	2025-11-07
PR	0.20	FEATURE - Rate limit by key	xiejiangzhi	Terse and somewhat informal, minor gramm	2018-09-17
PR	0.20	fix(plugins/key-auth): only clear key from enabled sources	uwinkelvos	Technical explanation, some informality;	2025-12-03
PR	0.20	fix(plugins): add old_default to redis shorthand fields to p	alexezio	Slightly formal summary style, but prima	2025-12-11
PR	0.20	feat(plugins)(datadog): add a datadog tag for the route name	tysoekong	Domain-specific, concise, and informal p	2024-08-12
PR	0.20	fix(actions): edit the pattern in changelog requirement chec	liverpool8056	Slightly formal summary, but technical a	2024-06-04
PR	0.20	[backport -> release/3.9.x] chore(scripts): update the versi	team-gateway-bot	Partially automated, but standard backpo	2025-06-05
COMMIT	0.10	refactor(pdk): share content-type constants via tools.http	fekitibi	Slight formal tone, but reasonable techn	2025-09-08
COMMIT	0.10	docs(cors): clarify behavior with no origins specified (#147	lmilan	Slightly explanatory, but typical for do	2025-08-06
COMMIT	0.10	chore(deps): bump go/codec to 1.2.14 (#14664)	Water-Melon	Slightly more explanatory, but still hum	2025-06-24
Show more …

tensorflow/tensorflow

Analysis report — 2026-03-31

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.30	Automated Code Change	QEDady	Impersonal, formulaic phrase 'Automated	2026-03-30
COMMIT	0.00	Fix use of deprecated `xnn_define_static_constant_pad`	dsharletg	Concise technical commit message with no	2026-03-31
COMMIT	0.00	Fix WinDefFileParse on Linux in pywrap_library by disabling	cantonios	Clear technical explanation, no boilerpl	2026-03-31
COMMIT	0.00	Migrate qr_test to PjRt runtime.	nvgrw	Direct, terse message typical of human c	2026-03-31
COMMIT	0.00	Add a test for dataset batching using `dtypes.int64.max` bat	yangustc07	Technical, precise commit description wi	2026-03-31
COMMIT	0.00	Correct strided slice output shape calculation.	lynne0326	Efficient technical language; no signs o	2026-03-31
COMMIT	0.00	Support the XLA GPU compilation flags in Orbax	tensorflower-gardener	Brief technical message, typical human a	2026-03-31
COMMIT	0.00	Migrate prng_test to use PjRt.	nvgrw	Terse migration note, standard in code m	2026-03-31
COMMIT	0.00	Rename TSL Monitoring's `MakeStatic` factory functions to `N	mrguenther	Specific technical rename, no AI-style l	2026-03-31
COMMIT	0.00	Add GetOrCreateRuntimeError to PJRT Megascale Extension	hhb	Short technical addition; natural commit	2026-03-31
COMMIT	0.00	Fix an integer overflow in symbolic_tile_analysis.	hawkinsp	Concise issue-fix entry, typical human-w	2026-03-31
COMMIT	0.00	Add PRNG seed to PjRt ExecuteOptions and add runtime support	nvgrw	Terse commit message; domain-specific te	2026-03-31
COMMIT	0.00	[XLA:GPU] Emit broadcast via the new tiling.	pifon2a	Brief with XLA:GPU jargon; style typical	2026-03-31
COMMIT	0.00	PR #39567: [ROCm] Fix fp8 on ROCm when xla_gpu_enable_cublas	Eetusjo	Includes PR template sections and engine	2026-03-31
COMMIT	0.00	port away from TF_ASSIGN_OR_RETURN	ermilovmaxim	Very terse, imperative style; no AI hall	2026-03-31
Show more …