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MONDAY
Edition D109•OCTOBER 5, 2026•5 top signals

Today’s lead · X

Kolibri appears with open weights and a 1M-token context claim

Kolibri is being pitched as a European open-weight model with 78B parameters, 3.46B active, Apache 2.0 licensing, and up to 1M tokens of context. Treat the benchmark claim cautiously: the dossier is social-source only, but the specs are notable if the weights and evaluations hold up.

X

Top signals

4 more

Mid-Harness spends agent compute before the bad shell command runs

NVIDIA’s Mid-Harness paper targets a real agent failure mode: one bad terminal action poisons the environment. The reported result is simple and useful—sample candidate commands, verify before execution, and invest in verifier quality. A strong verifier improved TerminalBench-Lite Pass@1 from 50.00% to 68.03%.

X

China-aligned TA419 is phishing U.S. AI policy experts

Proofpoint attributes new credential phishing against U.S. AI policy experts to China-aligned TA419. The campaigns use trust-building outreach, impersonation, shortened links, Cloudflare Turnstile, and Microsoft adversary-in-the-middle phishing. If your team touches AI policy or sensitive labs, passkeys are not optional hygiene.

TheHackerNews

Tools & repos

5 selected

CoreSpeed

CoreSpeed pitches one MCP endpoint for agent apps, memory, tools, accounts, web search, social research, and media generation. The useful bit is governance: budgets, activity logs, and Smart Approval are built around agents holding real credentials.

Product Hunt
Productivity · Marketing

Octri.dev

Octri turns an OpenAPI spec into docs, SDKs in ten languages, and an MCP server. The sharper angle is production error reporting from generated SDKs, plus GitHub sync to regenerate on every merge.

Product Hunt
API · SaaS

calesthio/OpenMontage

OpenMontage is an open-source agentic video production system. The repo claims 12 production pipelines, 100+ tools, and 700+ agent skill and production-knowledge files for turning coding assistants into a video studio.

GitHub Trending
63k stars

DocsAlot MCP Connector

DocsAlot lets Claude, Codex, or another MCP client update a knowledge base from the builder’s workflow. The practical hook is closing the loop between user help-center questions, missing docs, and published fixes.

Product Hunt
API · Writing

Blogs worth your time

1 reads

Community discussions

4 threads

Funding & acquisitions

0 moves

Nothing material cleared the editorial bar today.

Bengaluru radar

2 events

AgntID Hackathon

A focused in-person hackathon for experienced builders: build an agent, then enforce runtime access boundaries with AgntID.

Schedule10 Oct, 11:00 am – 10 Oct, 5:00 pmLocationIndira Nagar 1st Stage, Bengaluru
Luma