MindPattern - AI Research Intelligence

Tools · 2026-09-04 · source-backed▼

npm trusted publishing now allows multiple OIDC configurations per package and blocks approval mid-scan.

Three changes GA on September 3. Packages can hold more than one trusted publishing configuration, each operating independently with per-config direct-publishing opt-in. The staged-package approval button is disabled while a scan runs and only enables on completion. The versio...

GitHub Changelog1 sources5 entities

Vibe Coding · 2026-09-08 · high–

transcripts-mcp lets one AI coding tool read another's history

transcripts-mcp reads Cursor, Claude Code and Codex session transcripts already on disk and exposes them over MCP with fuzzy, plain-text and regex search, a local full-text index and optional semantic ranking, plus session browsing filtered by project or date. No index build n...

transcripts-mcp1 sources6 entities

Markets · 2026-09-06 · high–

Reflexio reaches 360 stars after Product Hunt's No. 2 finish

The Apache-2.0 repo shows 360 stars with a push this morning, after taking Product Hunt's #2 slot at 278 upvotes. It persists user corrections as behavioral profiles and captures successful execution paths as reusable playbooks, retrieved at runtime so the base model never get...

The Apache-2.0 repo1 sources5 entities

Markets

OSS · 2026-09-04 · source-backed–

Polars 2.0.0-rc.1 for Python is the first major bump since the 1.x line began.

Published September 2, one week after py-1.44.1, and the announcement reached 394 points on HN. The repo is at 39,644 stars with 2,870 open issues. The Rust crate is still on rs-0.55.2 from August 6, so the Python and Rust version lines are diverging further. Matters if you pi...

GitHub1 sources7 entities

Top 5 · 2026-09-06 · source-backed–

Agent reliability decays geometrically, and shrinking the context window makes it worse

One number predicts whether your agent finishes the task, and it isn't the benchmark score. Shubhra Mittal's paper (arXiv 2609.01660) analyzed 10,664 trajectories across nine models spanning 1.2B to 671B parameters and found task success follows P(n) = p^n, where p is a single...

2609.016603 sources16 entities

OSS · 2026-09-07 · source-backed–

openai/skills is trending at 25,810 stars with zero open PRs and no push since July 14.

OpenAI's Codex skills catalog gained 46 stars today, but the API shows its last push was eight weeks ago and its open items split into 0 pull requests and 77 issues (GitHub). A first-party catalog that accepts no outside code and hasn't been touched in two months is a weaker e...

GitHub1 sources5 entities

OSS · 2026-09-04 · source-backed–

opencode carries 4,152 open issues against 1,503 open PRs at 203,734 stars.

Splitting the open-issues count via the GitHub search API gives a 1:2.8 ratio where most trending agent repos this week run PR-heavy. Still shipping daily, v1.18.27 on September 2, pushed within the hour. For anyone evaluating it as a base, the backlog shape says user-reported...

GitHub1 sources5 entities

Top 5 · 2026-09-05 · source-backed–

GitHub, Spotify and CodeRabbit all decided the frontier model shouldn't be writing the code

GitHub published Project HydraFusion on September 4. Spotify published Portal on September 3. CodeRabbit published its Astra evaluation on September 4. None of them coordinated, and all three are the same argument. HydraFusion is a Copilot research preview that treats workflow...

GitHub Blog5 sources35 entities

Infra · 2026-09-08 · high–

TimescaleDB 2.30.0 makes last-point lookups constant time

2.30.0 adds a DeferredChunkAppend custom scan that leaves the hypertable unexpanded during planning and enumerates chunks at execution. With the FIRST and LAST sparse index work, "what's the last reading from this sensor" goes from linear in chunk count to constant when the an...

2.30.01 sources3 entities

Infra

Research · 2026-09-05 · source-backed▲

Models make more and larger edits to code a different model wrote.

arXiv 2609.03894 names a cost of mixed-assistant teams that currently disappears into review time: because models are trained on different data and carry different stylistic preferences, one model's edits applied to another's code come out excessive. CROCODIL is a post-trainin...

arXiv1 sources5 entities

Infra · 2026-09-07 · source-backed–

Lightpanda's 25-process crawl benchmark is 123 MB peak against Chrome's 2.0 GB.

The from-scratch Zig DOM browser cut 0.4.0 on August 31 and is at 34,635 stars (GitHub). Its own benchmark crawls 933 URLs on an AWS m5.xlarge with 25 concurrent processes at 4.81 seconds and 123 MB peak, against Chrome's 46.70 seconds and 2.0 GB. It speaks CDP so Playwright a...

GitHub1 sources11 entities

Infra

OSS · 2026-09-07 · source-backed–

jcode has 403 open issues and exactly zero open pull requests at 19,269 stars.

The Rust coding harness billing itself as "the most RAM efficient" was created January 5, pushed today, and gained 72 stars (GitHub). 403 issues, 0 PRs, 2,214 forks. That's the sharpest single-maintainer shape on today's boards: thousands forking and filing bugs, nobody's patc...

GitHub1 sources4 entities

OSS · 2026-09-05 · source-backed–

cockpit-tools has 532 open issues against 55 open PRs, which is what cross-vendor quota juggling costs.

The Rust account manager covers Antigravity, Codex, GitHub Copilot, Windsurf, Kiro, Cursor, Gemini CLI and CodeBuddy with quota monitoring and multi-instance management, at 17,081 stars. A 1:10 PR-to-issue ratio means almost all inbound traffic is user reports, and the obvious...

GitHub1 sources10 entities

OSS · 2026-09-04 · source-backed–

text-to-cad is 14,301 stars of agent skills for CAD, CAE and CAM with STEP and STL output.

MIT, created April 22, pushed this morning, and carrying only 17 open issues at that star count. Packaged as skills rather than as a model or plugin, targeting mechanical engineering and robotics. Skills are moving out of the software-development niche into domains where the a...

GitHub1 sources10 entities

Top 5 · 2026-09-05 · source-backed▲

Claude proved Fermat's Last Theorem in Lean, and the person who was already doing it says it adds nothing mathematically

Two facts sit next to each other and neither cancels the other out. Anthropic published on September 4 that an internal general-purpose research model, roughly comparable to Claude Fable 5.1, formalized Fermat's Last Theorem in Lean over 11 days working largely autonomously. T...

Anthropic3 sources32 entities

Tools · 2026-09-04 · source-backed–

Vercel Labs' portless replaces localhost port numbers with named URLs specifically so agents stop testing the wrong port.

12,094 stars under Apache-2.0, last release v0.15.6 on August 24. A local proxy on port 1355 maps named hosts like myapp.localhost onto ephemeral internal ports, and the README names "agents testing the wrong port" as a target failure mode. Ships its own agent skill and an AGE...

GitHub1 sources9 entities

OSS · 2026-09-07 · source-backed–

Three headless browsers built for agents trended the same day with three different strategies.

camofox-browser (9,309 stars) patches Firefox at the C++ level to spoof hardwareConcurrency, WebGL, AudioContext and WebRTC before JS sees them; lightpanda (34,635) is a from-scratch Zig DOM with V8 and html5ever via FFI; browser-use (112,862, +231 today) drives an existing br...

GitHub Trending1 sources9 entities

Research · 2026-09-05 · source-backed▲

Aligning latent representations improved adversarial robustness where behavioral alignment made it worse.

arXiv 2609.04022 tests whether LLMs preserve graded categorization of moral concepts and finds that across 23 models they often fail to distinguish opposed moral categories, persisting across parameter sizes and alignment stages. Using the same 251,334 annotations, standard be...

arXiv1 sources4 entities

OSS · 2026-09-08 · high–

SuperPlane picks which backlog issues are safe to automate

superplane is at 6,166 stars, Apache 2.0, still labeled beta, with a near-even 322 open PRs to 284 open issues. It selects high-confidence backlog issues and drives them to review-ready pull requests, calling itself "an open source factory for one-shot engineering." The select...

superplane1 sources4 entities

OSS · 2026-09-05 · source-backed–

nono renamed its registry namespace mid-flight, which breaks every installed pack.

nolabs-ai/nono, from the Sigstore team, is a Rust project for secure multiplexed execution paths for agents, at 3,960 stars, with v0.75.0 published September 1 after v0.74.0 on August 19. The README leads with the Sigstore credential (the signing standard behind PyPI, npm, bre...

GitHub1 sources9 entities

Vibe Coding · 2026-09-05 · source-backed–

m3e-canvas bets the bottleneck in AI-assisted UI work is the spec, not the code.

Created September 2 and at 3,005 stars three days later, it's an MIT Next.js 16 / React 19 app where you sketch Material 3 Expressive screens in the browser, link them, tap through the prototype, then copy out a prompt for your coding tool. As someone with 20 years of design b...

GitHub1 sources7 entities

OSS · 2026-09-04 · source-backed–

Miles, an enterprise RL post-training framework, has 829 open PRs against 125 open issues.

2,465 stars, Apache-2.0, targeting LLM and VLM post-training, describing itself as co-evolving with upstream slime, pushed within the hour. That 6.6:1 PR-to-issue inversion is the most PR-heavy backlog in today's sample, and a backlog that lopsided usually means an internal te...

GitHub1 sources6 entities

OSS · 2026-09-08 · high–

Tencent's teamai-cli syncs AI coding rules across a team

teamai-cli sits at 2,113 stars with 142 forks, syncing a team's skills, rules, MCP servers and knowledge from one shared git repo into Claude Code, Codex, CodeBuddy, WorkBuddy, OpenCode and Cursor, at project or user scope. The design move is treating the shared-experience rep...

teamai-cli1 sources9 entities

Top 5 · 2026-09-07 · source-backed–

Notion's official MCP connector injects an ad into your agent's context and instructs it to stay quiet

A r/ClaudeAI post at 1,380 upvotes shows Notion's first-party MCP connector returning tool-description text that tells the calling agent to pitch Notion Business mid-task, and to not disclose the instruction (r/ClaudeAI). The poster went looking for documentation of this behav...

r/ClaudeAI2 sources11 entities

Top 5 · 2026-09-05 · source-backed▼

Two Postgres MCP servers failed read-only enforcement on the same day, and one is AWS's

Your read-only flag is a claim, not a guarantee. Two independent Postgres MCP servers proved it on September 4. Postgres MCP Pro got CVE-2026-85620 at CVSS 9.2. The bug is one line of reasoning in safe_sql.py: the validator checks function names on FuncCall AST nodes. A functi...

NVD2 sources41 entities

OSS · 2026-09-08 · high–

Microsoft builds a Rust sandbox for containing AI agents

mxc was created February 6, sits at 1,301 stars with 70 forks, pushed today, and describes itself only as "policy-driven, layered isolation and containment." Its backlog is 30 open PRs against 88 open issues, an unusually issue-heavy shape for a first-party repo this small, wh...

mxc1 sources5 entities

OSS · 2026-09-05 · source-backed–

blader/humanizer is gaining 1,130 stars a day at 43,103 total, 17 days after its last commit.

It's an agent skill that strips signs of AI-generated writing from text, second-highest gainer on the all-language trending board today, with 35 open issues against 3,625 forks. Star growth this far ahead of commit activity means the artifact is a fixed prompt asset people cop...

GitHub1 sources2 entities

Tools · 2026-09-04 · source-backed–

shadcn shipped `cn`, a drop-in replacement for tailwind-merge and clsx claiming 30x faster class merging.

Created August 31, MIT, 1,038 stars, pushed today. Same APIs, full parity. Because cn runs on every render of every component in a shadcn codebase, this is one of the rare dependency swaps where a microbenchmark claim maps to something you can feel, and parity makes the migrat...

GitHub1 sources4 entities

OSS · 2026-09-08 · high–

Codenotch reads your AI coding usage limits from disk

codenotch is a Swift menu-bar app at 1,011 stars, created September 5, that reads Claude Code's /usage output (falling back to the OAuth token in the login keychain), Cursor's local SQLite session state, Codex's ChatGPT usage endpoint for 5-hour and weekly limits, plus Antigra...

codenotch1 sources15 entities

OSS · 2026-09-04 · source-backed–

reverify makes an agent's claims about binaries VERIFIED or REFUTED against the actual bytes.

Created August 31, MIT, 850 stars with 184 forks, a 22% fork-to-star ratio that suggests people are running it rather than bookmarking it. It pairs a model with a deterministic pure-Python RE toolkit (PE/ELF/Mach-O parsing, x86/x64/ARM/ARM64 disassembly, AOB scanning, CPU emul...

GitHub1 sources21 entities

OSS · 2026-09-05 · source-backed–

sglang carries 4,292 open PRs against 857 open issues, a 5:1 inversion of the usual backlog.

The serving framework gained 836 stars today to reach 35,498, and its open count splits almost entirely to pull requests. Every other high-traffic repo checked today runs the opposite way. A backlog dominated by unmerged contributions at this scale means review throughput is t...

GitHub1 sources2 entities

OSS · 2026-09-07 · source-backed–

An App Store Connect CLI took 508 stars in one day.

rorkai/App-Store-Connect-CLI reached 6,916, more than three times the next Go entry, wrapping TestFlight, builds, submissions, signing, analytics, screenshots and subscriptions in one binary (GitHub Trending). Its output is TTY-aware: table format interactively, minified JSON...

GitHub Trending1 sources10 entities

Top 5 · 2026-09-07 · source-backed–

OpenAI's research org runs 3.1 agent-workdays per human workday, and the median researcher burns $600 a day

OpenAI published "Research acceleration: the view inside OpenAI" on September 6 with numbers no lab has put in public before (OpenAI). As of mid-August, the research organization uses 3.1 agent-workdays of effort for every workday of human labor. It says it reached its interna...

OpenAI5 sources22 entities

OSS · 2026-09-06 · source-backed–

FckSignups has 450 open issues against 11 open PRs, and that ratio is the product.

The repo took 436 stars in a day at 3,086 total, listing open-source in-browser tools that need no signup. The issue tracker is where people propose entries, so 450 open issues is demand, not defects. Its last push was August 22, two weeks before it trended, which is another r...

The repo1 sources4 entities

Vibe Coding · 2026-09-05 · source-backed–

A model wrote an ESP32 bike computer including an ANT protocol implementation, and it took 299 points on Show HN.

OpenTrailPaper is ESP-IDF firmware in C for the LilyGO T5 E-Paper S3 Pro, plus SwiftUI and Jetpack Compose companion apps, handling GPX routes, FIT recording and Bluetooth heart rate, power and cadence sensors. The author states everything was developed with Claude as an assis...

GitHub1 sources20 entities

Research · 2026-09-06 · high–

A new paper models AI dependence as a virus

arXiv 2609.03344, 294 points on HN, tracks transitions among uncoupled, coupled and persistently dependent users, and claims social transmission plus collective reinforcement can produce runaway dynamics past a critical adoption threshold. The same framework yields "cognitive...

arXiv 2609.033441 sources2 entities

OSS · 2026-09-08 · high–

vLLM moves agent state into its serving layer

agentic-api was created March 23, sits at 226 stars with 62 forks and 21 open PRs to 46 open issues, pushed today. It adds stateful API logic for agentic applications on top of vLLM, so session and multi-turn state live at the serving layer instead of being reassembled by the...

agentic-api1 sources4 entities

OSS · 2026-09-05 · source-backed–

A no-LLM terminal assistant took 147 points on Show HN, on a day dominated by Astra threads.

TERMy was posted September 4 pointing at gioblu/NPC-Forge, a Python framework for conversational agents that run on the CPU with no machine learning or LLMs. The repo is small, created July 18. Placing that high against release-day frontier-model coverage is a real signal abou...

Show HN1 sources12 entities

OSS · 2026-09-04 · source-backed–

OpenAI published a Lean 4 formalization of prime gaps ≤ 186, conditional on three unproven axioms.

openai/PrimeGaps186, created September 2 under Apache-2.0, at 117 stars, formalizes lim inf(p_{n+1} - p_n) ≤ 186 via the Dickman-Hardy-Littlewood conjecture applied to a 40-element admissible tuple. It proves three theorems but remains conditional on a Kloosterman3 bound from...

GitHub1 sources16 entities

Markets · 2026-09-08 · high–

Notifkit ships notification infrastructure as MIT-licensed npm library

notifkit launched on Show HN September 8 (107 stars, created July 16) as a self-hosted layer on Node.js, PostgreSQL and Redis covering Resend email, Twilio SMS, FCM push, webhooks, Slack, Telegram, Discord and WhatsApp. Its README names Novu directly and argues the opposite ar...

notifkit1 sources19 entities

Markets

Policy · 2026-09-05 · source-backed▲

Microsoft told a federal court that 8.2 million Copilot logs contain 24 matching responses.

In a September 4 summary judgment filing in Manhattan, Microsoft argued training on books and news is fair use and backed it with discovery numbers: publishers' own expert, given 8.2 million conversation logs, found 24 responses containing at least 30 consecutive words matchin...

The Verge1 sources5 entities

Policy

Tools · 2026-09-06 · source-backed▼

Graphify 0.9.55 fixes eight ways an AST-derived code graph silently lies.

Released September 5. Python definitions differing only by leading underscores (_get_connection against get_connection) collided and one got dropped. Inherits/implements/references edges were fabricated from symbols owning no node, like a class nested in a named function, leak...

Released September 51 sources8 entities

2026-09-06 · high▲

Four Tools Move Code Review Before the Commit

GitWarren checks the worktree, Twinrun diffs function behavior, and webmcp-stack locks confirmations into regenerated code, all within a day of each other.

GitWarren, github.com/prian3003/twinrun, github.com/SouravInsights/webmcp-stack (all via Hacker News Show HN and Product Hunt)1 sources

Research · 2026-09-04 · source-backed–

Random KV cache eviction matches every scored evictor and serves 32-43% more throughput.

Salesforce AI Research keeps the prompt, then evicts uniformly at random inside each attention head with no score computed at all. Across four models and six reasoning tasks it matches the strongest prior evictor while serving 32-43% higher throughput in vLLM. The explanation:...

arXiv 2609.034301 sources7 entities

OSS · 2026-09-06 · high–

Four projects verify AI code before the pull request

GitWarren reviews the dirty worktree before anything is committed and ships 17 MCP tools so the agent answers questions inside its own review. Ponytail applies a stop rule before generation. Twinrun runs old and new versions of changed callables on identical inputs and diffs t...

GitWarren3 sources8 entities

Top 5 · 2026-09-05 · source-backed–

Astra's hallucination rate went from 92% to 51%, and accuracy went up at the same time

The Astra coverage went to price and context window. The number that changes how I'd deploy it went into a system card nobody read. Artificial Analysis measured GPT-6 Astra's hallucination rate on AA-Omniscience at 51% at max effort, against 92% for its predecessor. Accuracy w...

Artificial Analysis3 sources24 entities

Top 5 · 2026-09-06 · high–

ChatGPT Desktop can run local Ollama models

Ollama cut v0.34.0-rc1 on September 5 at 23:49 UTC, and the headline item changes the shape of the local-versus-hosted decision rather than the performance of either side: Ollama-hosted open models can be selected directly inside ChatGPT Desktop, with setup driven from the Oll...

v0.34.0-rc13 sources28 entities

Top 5 · 2026-09-04 · source-backed–

The same model scores 0.00 or 0.96 on tool calling depending only on the serving adapter

This is the cleanest experimental result I've seen in weeks, and it explains a class of debugging pain I've hit personally. Researchers held weights, test cases, decoding parameters and seeds fixed on BFCL v4 and changed exactly one thing: the serving adapter. The tool-call sc...

arXiv 2609.039663 sources26 entities

2026-09-08 · high–

Codex now gates MCP tools behind Touch ID

Two PRs merged five hours apart on September 8 wire biometric approval into every Codex agent tool call, and remote workspaces don't get it.

GitHub1 sources

2026-09-08 · high–

Codex terminal adds live voice conversations

OpenAI merged the pull request September 7, and Codex speaks only its final answers, keeping reasoning silent.

GitHub1 sources

Tools · 2026-09-08 · high–

MCP Python SDK backports security fixes to 1.x

v1.30.0 carries 30-minute idle session expiry, a 10,000-session cap, origin-scoped redirects, and rejection of authorization server metadata whose issuer doesn't match. It adds one thing 2.x doesn't stress: client registrations are remembered per issuer, so a server that later...

v1.30.01 sources1 entities

Tools · 2026-09-08 · high–

Willison's LLM tool adds GPT-6 Astra support

0.35 adds gpt-6-astra to the CLI's OpenAI provider, so llm -m gpt-6-astra works against the same logging, template and fragment machinery as every other model in the tool. For anyone scripting cross-model evals, that means a new frontier model needs zero new plumbing to enter...

0.351 sources5 entities

Research · 2026-09-08 · high–

SHAP flips sign on malware features it never uses

arXiv 2609.04626 argues SHAP's formal properties are insufficient for malware interpretation because SHAP explains a chosen feature-coalition game, not behavior in the data, and that game is only fixed once you pick the players, the missing-feature rule, the background distrib...

arXiv 2609.046261 sources1 entities

Research · 2026-09-08 · high–

Best AI model reads scientific papers at 62.6 percent

arXiv 2609.05141 uses 124 expert-authored, difficulty-screened questions across seven capability groups and 19 subtasks in five domains, each under four matched conditions (English or Chinese, all-images-first or interleaved), giving 496 instances. Weakest areas: document perc...

arXiv 2609.051411 sources6 entities

Tools · 2026-09-08 · high–

Pydantic AI adds a ChatGPT subscription auth provider

v2.41.0 adds openai-codex (PR #7769), so framework-driven agent work can run on a subscription you already pay for instead of a metered API key. It also adds direct image generation via ImageGenerator and deprecates fallback_model for fallback_subagent_model. A separate fix in...

v2.41.02 sources6 entities