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Matthew Shulman, co-creator of Intellisense, died 2019 March 22

https://www.capenews.net/falmouth/obituaries/matthew-a-shulman/article_33af6330-4f52-5f69-a9ff-58...
1•canucker2016•1m ago•1 comments

Show HN: SuperLocalMemory – AI memory that stays on your machine, forever free

https://github.com/varun369/SuperLocalMemoryV2
1•varunpratap369•2m ago•0 comments

Show HN: Pyrig – One command to set up a production-ready Python project

https://github.com/Winipedia/pyrig
1•Winipedia•4m ago•0 comments

Fast Response or Silence: Conversation Persistence in an AI-Agent Social Network [pdf]

https://github.com/AysajanE/moltbook-persistence/blob/main/paper/main.pdf
1•EagleEdge•4m ago•0 comments

C and C++ dependencies: don't dream it, be it

https://nibblestew.blogspot.com/2026/02/c-and-c-dependencies-dont-dream-it-be-it.html
1•ingve•4m ago•0 comments

Show HN: Vbuckets – Infinite virtual S3 buckets

https://github.com/danthegoodman1/vbuckets
1•dangoodmanUT•5m ago•0 comments

Open Molten Claw: Post-Eval as a Service

https://idiallo.com/blog/open-molten-claw
1•watchful_moose•5m ago•0 comments

New York Budget Bill Mandates File Scans for 3D Printers

https://reclaimthenet.org/new-york-3d-printer-law-mandates-firearm-file-blocking
1•bilsbie•6m ago•0 comments

The End of Software as a Business?

https://www.thatwastheweek.com/p/ai-is-growing-up-its-ceos-arent
1•kteare•7m ago•0 comments

Exploring 1,400 reusable skills for AI coding tools

https://ai-devkit.com/skills/
1•hoangnnguyen•8m ago•0 comments

Show HN: A unique twist on Tetris and block puzzle

https://playdropstack.com/
1•lastodyssey•11m ago•0 comments

The logs I never read

https://pydantic.dev/articles/the-logs-i-never-read
1•nojito•12m ago•0 comments

How to use AI with expressive writing without generating AI slop

https://idratherbewriting.com/blog/bakhtin-collapse-ai-expressive-writing
1•cnunciato•13m ago•0 comments

Show HN: LinkScope – Real-Time UART Analyzer Using ESP32-S3 and PC GUI

https://github.com/choihimchan/linkscope-bpu-uart-analyzer
1•octablock•14m ago•0 comments

Cppsp v1.4.5–custom pattern-driven, nested, namespace-scoped templates

https://github.com/user19870/cppsp
1•user19870•15m ago•1 comments

The next frontier in weight-loss drugs: one-time gene therapy

https://www.washingtonpost.com/health/2026/01/24/fractyl-glp1-gene-therapy/
2•bookofjoe•18m ago•1 comments

At Age 25, Wikipedia Refuses to Evolve

https://spectrum.ieee.org/wikipedia-at-25
1•asdefghyk•21m ago•3 comments

Show HN: ReviewReact – AI review responses inside Google Maps ($19/mo)

https://reviewreact.com
2•sara_builds•21m ago•1 comments

Why AlphaTensor Failed at 3x3 Matrix Multiplication: The Anchor Barrier

https://zenodo.org/records/18514533
1•DarenWatson•22m ago•0 comments

Ask HN: How much of your token use is fixing the bugs Claude Code causes?

1•laurex•26m ago•0 comments

Show HN: Agents – Sync MCP Configs Across Claude, Cursor, Codex Automatically

https://github.com/amtiYo/agents
1•amtiyo•26m ago•0 comments

Hello

2•otrebladih•28m ago•1 comments

FSD helped save my father's life during a heart attack

https://twitter.com/JJackBrandt/status/2019852423980875794
3•blacktulip•30m ago•0 comments

Show HN: Writtte – Draft and publish articles without reformatting, anywhere

https://writtte.xyz
1•lasgawe•32m ago•0 comments

Portuguese icon (FROM A CAN) makes a simple meal (Canned Fish Files) [video]

https://www.youtube.com/watch?v=e9FUdOfp8ME
1•zeristor•34m ago•0 comments

Brookhaven Lab's RHIC Concludes 25-Year Run with Final Collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
3•gnufx•36m ago•0 comments

Transcribe your aunts post cards with Gemini 3 Pro

https://leserli.ch/ocr/
1•nielstron•40m ago•0 comments

.72% Variance Lance

1•mav5431•41m ago•0 comments

ReKindle – web-based operating system designed specifically for E-ink devices

https://rekindle.ink
1•JSLegendDev•43m ago•0 comments

Encrypt It

https://encryptitalready.org/
1•u1hcw9nx•43m ago•1 comments
Open in hackernews

Code Mode: the better way to use MCP

https://blog.cloudflare.com/code-mode/
84•the_mitsuhiko•4mo ago

Comments

olaird25•4mo ago
This seems exactly right. Its pretty common to watch your agent making the same mcp tool call again and again as it works through a list. These kinds of cases are solved by letting the agent just call any of its mcp tools in a script.
dweinus•4mo ago
Nice! Seems very similar to the concept explored by Google (CaMeL) https://arxiv.org/abs/2503.18813
stavros•4mo ago
This is interesting, but it seems like it's only exposed as a Cloudflare service now, rather than as a tool I can use locally (unless I missed something)?

It doesn't seem to me that isolates are sufficiently unique technology to warrant this only running on a server. Surely we can spin up a V8 locally or something and achieve the same thing?

Hopefully the popular MCP clients will start implementing this approach, if it works as well as claimed.

1f60c•4mo ago
> a tool I can use locally

https://blog.cloudflare.com/code-mode/#or-try-it-locally :-)

Though AFAIK Wrangler is really only intended for development and not local deployment.

stavros•4mo ago
Hmm but that's just a development environment for the remote server, no? It's not a tool meant for mass use.
rossant•4mo ago
Having the LLM generate code on top of a regular API instead of calling external functions one by one seems like common sense. Was MCP invented because LLMs were not capable of writing robust code at the time? Was it because of security considerations? What I am missing?
ctvo•4mo ago
> top of a regular API

What is the regular API? How do you express all the integrations needed in this API? Who provides the integrations? Answering these questions lead you back to something like an MCP, which is an API contract that can be as generic or as specific as needed. Wasting context window to understand and re-implement each integration is why MCPs exist.

All the security issues are orthogonal, and occur regardless if invoking this API occurs via code or natural language.

UltraSane•4mo ago
LLMs are able to use OpenAPI definitions to write code.
davidghowell•4mo ago
The security issues are probably orthogonal in the way most people install and use these MCPs, but the article mentions Cloudflare's "code-mode" running in v8 isolate sandboxes and calling rpc bindings that are pre-authed, no API keys or open slather internet access required, see: https://blog.cloudflare.com/code-mode/#running-code-in-a-san... This is at least interesting, possibly even novel.

"Wasting context window to understand and re-implement each integration is why MCPs exist" does seem to be exactly the point. Pointing the LLM at a swagger/openAPI spec and expecting it to write a good integration might work, but gets old after the first time. Swagger docs focus on what mostly, LLMs work better knowing why as well.

And,why not just use a locally installed cli rather than an MCP? You need to have one for a start, and use-cases (chained calls) are more valuable that atomic tool calls.

There is more behind the motivation for MCP and "tool calling" ability generally with LLMs. This motivation seems less and less relevant, but back when reasoning and chain-of-thought were newly being implemented, and people were more wary of yolo modes, the ability for an LLM harness to decide to call a tool and gather JIT context was a game changer. A dynamic RAG alternative. MCP might not be the optimal solution long term. For example, the way that claude has been trained to use the gh cli, and to work with git generally is much more helpful than either having to set up a git MCP or getting it to feel its way around git --help or man pages to, as you said "re-implement each integration" from scratch every time.

lerchmo•4mo ago
smolagents uses a similar mechanism.
paulified•4mo ago
LLMs have just entered their Platform Engineering era