Rick St Jean
820 posts


🚨 This might be the missing layer for AI coding.
Most AI agents don’t actually understand your codebase.
They grep files, open random folders, and hallucinate architecture.
SocratiCode changes that.
It indexes your entire repo and gives AI real semantic understanding of:
• dependencies
• architecture
• APIs
• infra configs
• database schemas
• cross-file relationships
So instead of guessing…
the AI actually knows your codebase.
Then the benchmark dropped 👇
Tested on the VS Code codebase (2.45M lines):
→ 61% less context used
→ 84% fewer tool calls
→ 37× faster than grep agents
That’s not a small improvement.
That’s a completely different workflow.
Zero config
Runs locally
Multi-agent ready
Works with Claude Code, Cursor, MCP, Codex
AI coding tools just got real codebase intelligence.
This will likely become a standard layer in AI dev stacks.
Bookmark this. You’ll need it soon.
RT to save someone hours of blind AI debugging.


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@CameronDayton hey, congratulations on the new gig. will this mean you get time to work on etherwalker 2?
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@toronto_morning why would the government care? who do you think got them there in the first place?
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EDITORIAL: Don’t sacrifice security for trade with China
It will be a disaster for Canada if the federal government returns to the days of ignoring attacks on our democracy in the interest of boosting trade
#torontomorning
torontosun.com/opinion/editor…
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@rightblend monitor his family's bank accounts... i will bet my kids inheritance that small sums of money or sudden contracts for work (like speaking engagements ) suddenly appear.
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BREAKING: Nova Scotia MP Chris d'Entremont (Acadie—Annapolis) has resigned from the Conservative caucus and crossed the floor to the Liberals.
He said he was looking towards what's best for his constituents and that he narrowly beat the Liberal candidate in his election by 1%.
His constituents voted Conservative.
Carney is now 2 seats from a majority and the Liberals are continuing to try and poach Conservatives and other MPs.

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@daily_chime @MelissaMbarki I won't buy Heinz after they ghosted Leamington. 1 french's tastes better and is made in Canada. Even though it is foreign owned.
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@MelissaMbarki It's a bit more cinnamony, but the French's we can buy here is made in Leamington Ontario with Ontario tomatoes.
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Heinz Ketchup is throwing punches and maybe tomatoes.
financialpost.com/news/economy/k…
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@JenniferKorey Yes I do. imagine making large heartless corporate executives responsible for their companies.
if you ever watched 'the Incredibles' and were incensed by the corporate insuracare manager, you would understand. this exec enabled countless lives to be destroyed for profit.
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@MeaghanFaun love the bols articles. in your latest you mention stormlight archives. it was written by Brandon Sanderson. your autocorrect changed it to Brian.
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@TWACanadaOrg show the proof... oh wait .... there isn't any. which is why no one was charged with treason.
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@rodmaldaner no.... you have it wrong. he is pretending to build affordable housing but hasn't taken one actual step.
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Do I have this right? Someone is upset because Prime Minister Trudeau is building affordable housing? Did I hear that correctly? #abpoli #AffordableHousing
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@theresemacdona6 the fact that you find this scary, is scary. please explain how liberals increased your freedoms? i can explain how they are removing it. all the major bills introduced since 2017, limiting speech, limiting movement, medical choice.
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How can anyone not find Poilievre’s answer absolutely scary? This man is so obviously fascist. I’m trying to think how as Canadians we’re not proud, how we haven’t got freedom of speech! We are such a freedom loving nation. PPs taken it all from Trumps playbook! #cdnpoli

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@jaydrum222 @chrisdacey No, see the blue check, that means my identity is verified…meaning not a bot and verified as exactly what I say am…which is a public safety agent

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Tell me we aren't living in a police state... This is Alberta, Canada.
Heavily armed police in riot gear with their name badges removed line up against peaceful Canadians protesting the national carbon tax.
Not a single one of these officers will speak to the people they're lining up against.
Canada 🇨🇦 English

@scott_robb @hprockiw @chrisdacey i call bs, or... it's bad or irrelevant intelligence and you are misleading like calling a janitor a sanitation engineer.
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@hprockiw @chrisdacey Nothing! I work in intelligence so I’m much more aware of the reality and facts in Canada’s government than any ignorant criminal known as Conservatives!
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@scott_robb @chrisdacey you know a deficit just means difference between spending and what you are taking in. there was no deficit when libs took over. every year they overspent more than the year before. overspending less is not an achievement
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LoL, “get this country up and running”?!
It is up and running as we have a booming economy, lowest poverty in decades, lowest unemployment since the late 1940s!
The deficit has shrunk by 84% between 2020 and 2022 alone!
Millions of housing units have been added in just a year and a half…which real estate industry experts said is more than were released last night than in the 1970s!
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@JaneH2114 @Bigbagelboy @goneallweek @Mikeggibbs i think it's awesome that you are an optimist, i wonder how much this will truly affect you and those you love? this is only good in theory. it will not inspire anyone other than people that will game the system.
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@Bigbagelboy @goneallweek @Mikeggibbs Being the first one out there might encourage others. Read about the star fish project. No matter how little the change even if it helps only one person.. it was worth it for that person.
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@JaneH2114 @goneallweek @Mikeggibbs this is a bad example. if by losing the 3lbs you cut off a foot the first month. heck you have another one right? oh... and the guy who makes you lose your foot doesn't follow the same rules. he actually starts gaining weight, so who cares right?
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@goneallweek @Mikeggibbs Reducing is reducing. Can't comment on your numbers but I think they are wrong but if you went on a diet and wanted to lose 100 lbs but after a month you'd only lost 3 lbs would you quit? Got to start somewhere.
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@MarkGerretsen its because its not a crisis, and starving our country isn't going to affect things in the slightest
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We can not afford Conservatives who ignore the reality of the world we live in. #cdnpoli
Ryan Turnbull 🇨🇦🇺🇦@TurnbullWhitby
#NoPlanPierre would make pollution free again and let the planet burn 🔥 He doesn’t care about climate change, or our children & grandchildren’s future!….as long as his corporate buddies can continue to profit! #PierreDoesntCare #cdnpoli
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Canada under Trudeau has become one of the most prosperous, free and progressive democracies on planet earth. 🇨🇦
Poilievre wants to take an “axe” to it.
#NeverPoilievre

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