Ali | ForgeLegal

Building ForgeLegal: the agentic operating layer for Law Firms.

CRM, lead gen, workflows, memory, and automation.

[Ali | ForgeLegal @AliForgeHQ]

Most "AI memory" today is backwards.

ChatGPT remembers a few user preferences.
Codex remembers a repo if you keep feeding it context.
Claude/Cursor have their own little islands.

But real businesses don't run in one tool.

Their operations live across texts, calls, CRMs, spreadsheets, invoices, Slack, email, Notion, random PDFs, and tabs.

Agents are the same way now:

GPT here.
Codex there.
Claude somewhere else.
Custom MCPs duct-taped into client workflows.

So we started building ForgeMemory — a shared memory layer for humans and agents alike.

The idea is simple:

Human memory and agent memory should be the same layer.

Not "dump every chat into a database."

A real memory system should know:
- who the client is
- what they bought
- what they care about
- what was promised
- what systems exist
- what changed
- what the agent already tried
- what decisions were made
- what's stale, uncertain, or superseded

And it should expose that back to every agent through MCP/API, with citations.

For one client, we already built a custom MCP so their agents could remember the business instead of constantly starting from zero.

Now we're turning that pattern into a public open-source tool.

Inspired by the way @karpathy talks about context engineering: agents don't just need bigger context windows.

They need structured context.
Durable memory.
Retrieval that knows what matters.
A small graph of the business they're operating inside.

Over the next few weeks I'm going to build ForgeMemory in public:

1. local event log
2. importers from GPT / Claude / Codex / Hermes sessions
3. SQLite search
4. MCP server
5. memory distillation
6. client/project graph
7. open-source release

The future agent stack won't be "one chatbot with memory."

It'll be a memory layer that every human and every agent can share.

That's what we're building. Follow along.

[Ali | ForgeLegal @AliForgeHQ]

@fdotinc 🔥🔥 launch video. Been following you guys for a few months in the discord. Congratulations!

[Ali | ForgeLegal @AliForgeHQ]

@daleverett @fdotinc 🔥🔥 Launch. Congrats!

[Ali | ForgeLegal @AliForgeHQ]

@SamuelRome97104 Wish me luck!

[Ali | ForgeLegal @AliForgeHQ]

@stevehunsaker1 Coming up with a solution for this problem soon where you’ll be able to make back % of processing fees. + financing for high tickets etc.

[Ali | ForgeLegal @AliForgeHQ]

I’m about to open source the version I made months ago.

[Polymarket @Polymarket]

BREAKING: Trump Media is reportedly seeking up to $100,000/month from hedge funds & traders for "millisecond-fast" access to Trump’s posts. — FT

[Ali | ForgeLegal @AliForgeHQ]

@kidpakerot Warmr

[Ali | ForgeLegal @AliForgeHQ]

@travelhacked Why not right?

[Teknium 🪽 @Teknium]

What's crazy to me is that Fable is blocked from life sciences broadly, nerfed even if you get passed the classifiers and filter level blocks.

The whole point of AGI/ASI is to cure all diseases. Everything else is just nice to haves. But Anthropic wants to close off that path.

I think Anthropic might be the worst company on the planet.

[Ali | ForgeLegal @AliForgeHQ]

@aijoey @GM @ToyotaMotorCorp @Ford @NissanMotor @BMWGroup @Honda @MercedesBenz @ycombinator I’ve got 2 Bodyshop’s, my cousin has a dealership, you have no idea how much this was needed.

Great work!

[Drizzy @Drake]

Anytime you're afraid to try some new shit...just remember, amateurs built the ark, professionals built the Titanic.

[Ali | ForgeLegal @AliForgeHQ]

@elonmusk @justinamash @RepThomasMassie Community notes notifying me almost a year later asking to verify this is 🔥

[Ali | ForgeLegal @AliForgeHQ]

@giyu_codes That’s actually fire can’t wait to try it when I get home.

[Ali | ForgeLegal @AliForgeHQ]

High ticket > low MMR.

[Ali | ForgeLegal @AliForgeHQ]

@Lynsha_Drek 🧊🧊🚀

[Ali | ForgeLegal @AliForgeHQ]

@36robbb @DailyNoud Chill it’s like 2 minutes of work, I spend $40 on way dumber stuff.

[Ali | ForgeLegal @AliForgeHQ]

@thatgirlrc I’m doing my part, everyone else needs to step up.

[Ali | ForgeLegal @AliForgeHQ]

@Kurrco Idk I feel like he should have way more pure sales.

Everyone buy the damn album.

[Ali | ForgeLegal @AliForgeHQ]

@GoomyLFC @DailyNoud I’ve been a weird supporter where I buy albums I enjoy iTunes Store + stream them on Apple Music.

[Ali | ForgeLegal @AliForgeHQ]

@Lrac_carL @DailyNoud Yes, bought the Explicit albums and got the clean version of Janice. Only way to counter the radio activity going on.

[Ali | ForgeLegal @AliForgeHQ]

@greg16676935420 That’s when they switch to liters 🤣