ia

AI evals platforms: A comparative guide for production AI systems

https://substack.com/redirect/13339b47-7808-4bac-8664-1e7f40e78125?j=eyJ1IjoibDdhcWkifQ.IAGPfPzQmxTjksjIcek6XncOmC78KnDUC_6ZThXjjTE

Aaron Levie on X: "Building for trillions of agents"

https://x.com/levie/status/2030714592238956960

Karpathy's March of Nines shows why 90% AI reliability isn't even close to enough

https://venturebeat.com/technology/karpathys-march-of-nines-shows-why-90-ai-reliability-isnt-even-close-to

Labor market impacts of AI: A new measure and early evidence

https://www.anthropic.com/research/labor-market-impacts

Your LLM Doesn't Write Correct Code. It Writes Plausible Code.

https://blog.katanaquant.com/p/your-llm-doesnt-write-correct-code

Most Coding Agents Break 75%+ of Their Own Fixes Over Time

https://www.engineerscodex.com/swe-ci-coding-agent-benchmark

How AI Assistants are Moving the Security Goalposts

https://krebsonsecurity.com/2026/03/how-ai-assistants-are-moving-the-security-goalposts/

Anthropic Sues Department of Defense Over 'Supply Chain Risk' Label

https://links.tldrnewsletter.com/ceSKQX

Zen of AI Coding

https://nonstructured.substack.com/p/zen-of-ai-coding

Promptfoo is joining OpenAI

https://www.promptfoo.dev/blog/promptfoo-joining-openai/

The 8 Levels of Agentic Engineering

https://www.bassimeledath.com/blog/levels-of-agentic-engineering

AI Is Forcing Us To Write Good Code

https://bits.logic.inc/p/ai-is-forcing-us-to-write-good-code

Enterprise identity was built for humans — not AI agents

https://venturebeat.com/security/enterprise-identity-was-built-for-humans-not-ai-agents

Meta acquires Moltbook, the AI agent social network

https://arstechnica.com/ai/2026/03/meta-acquires-moltbook-the-ai-agent-social-network/

AI Models Are the New Rebar

https://philippdubach.com/posts/ai-models-are-the-new-rebar/

How to steal npm publish tokens by opening GitHub issues

https://neciudan.dev/cline-ci-got-compromised-here-is-how

AI Coding Startup Cursor in Talks for About $50 Billion Valuation

https://links.tldrnewsletter.com/MZkW62

Introducing The Anthropic Institute

https://www.anthropic.com/news/the-anthropic-institute

It's Time to Talk to Your CEO About Open Source AI

https://www.fintechbrainfood.com/p/open-source-ai

Amjad Masad on X: Software isn't merely technical work anymore. It's creative.

https://links.tldrnewsletter.com/dRbN5W

The SaaSpocalypse: AI Agents, Vibe Coding, and the Changing Economics of SaaS

https://www.thesaascfo.com/the-saaspocalypse-ai-agents-vibe-coding-and-the-changing-economics-of-saas/

Amazon is determined to use AI for everything – even when it slows down work

https://www.theguardian.com/technology/ng-interactive/2026/mar/11/amazon-artificial-intelligence

Don't Vibe — Prove

https://ngrislain.github.io/projects/2026-3-12-dont-vibe--prove/

Institutional AI vs Individual AI

https://www.a16z.news/p/institutional-ai-vs-individual-ai

The 8 Levels of Agentic Engineering

https://www.bassimeledath.com/blog/8-levels-of-agentic-engineering

The Middle Loop

https://annievella.com/posts/the-middle-loop/

BuzzFeed Nearing Bankruptcy After Disastrous Turn Toward AI

https://elinkc20.the-nbs.fr/ss/c/u001.cz4wFFI7_Rd4GL8-6mkcWtIJdAdtJh9doSAcPSi8Zb4xZbu65Hwu7_lfHU4boGGUK55LmW8fhgHj7GD29wWYjBQK2c3kB-fjpwxG72EHracYfsXZVkODUPWMKUD3zJu_byw09wkUcZQOtVe5g7knux46IS3q5I1zx-RX1rGETVZB2fUbHAdRPB8Ea_iUOJ2xmKz-4pLMKqHBlkb84EDCL07zwWms8igbVl8_BmHTSqsYATqjrnVLHb2Ow2ydy4Z1AmNDFFnGpJhIxRdGHcPRwnuEuLJqta-pK8p8JKpdkfo/4oz/QhwezGYoRaKSgOjV7KqA2w/h1/h001.JVTO661z6ML9jAlrD9LPp1BsxM_3kN9cQXf616ghWKw

Comprehension Debt — the hidden cost of AI generated code.

https://addyosmani.com/blog/comprehension-debt/

How We Hacked McKinsey's AI Platform

https://leadershipintech.com/links/21763/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

How Stripe's Minions Ship 1,300 PRs a Week

https://blog.bytebytego.com/p/how-stripes-minions-ship-1300-prs

Introducing Mistral Small 4

https://mistral.ai/news/mistral-small-4

The Webpage Has Instructions. The Agent Has Your Credentials.

https://openguard.sh/blog/prompt-injections/

Will Claude Code ruin our team?

https://justinjackson.ca/claude-code-ruin

The Future Of Software Engineering with Anthropic

https://www.akashbajwa.co/p/the-future-of-software-engineering

Are AI agents actually slowing us down?

https://newsletter.pragmaticengineer.com/p/are-ai-agents-actually-slowing-us

Introducing GPT-5.4 mini and nano

https://links.tldrnewsletter.com/kHfx4k

Lessons from Building Claude Code: How We Use Skills

https://links.tldrnewsletter.com/HZAKB9

GitGuardian Reports an 81% Surge of AI-Service Leaks as 29M Secrets Hit Public GitHub

https://hackernoon.com/gitguardian-reports-an-81percent-surge-of-ai-service-leaks-as-29m-secrets-hit-public-github

How OpenAI Codex Works

https://blog.bytebytego.com/p/how-openai-codex-works

TBM 406: Seeing Everything, Understanding Nothing (The Context Trap)

https://leadershipintech.com/links/21769/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

Introducing Forge

https://mistral.ai/news/forge

How we monitor internal coding agents for misalignment

https://openai.com/index/how-we-monitor-internal-coding-agents-for-misalignment/

Thoughts on OpenAI acquiring Astral and uv/ruff/ty

https://simonwillison.net/2026/Mar/19/openai-acquiring-astral/

Writing my first evals

https://nicknisi.com/posts/writing-my-first-evals/

Comptoir IA : "90% de notre code est écrit par l'IA"

https://www.maddyness.com/2026/03/25/claude-code-anthropic-guillaume-princen/

Google's TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x

https://arstechnica.com/ai/2026/03/google-says-new-turboquant-compression-can-lower-ai-memory-usage-without-sacrificing-quality/

Introducing My Computer: When Manus Meets Your Desktop

https://manus.im/blog/introducing-my-computer

AI Agents Could Make Free Software Matter Again

https://www.gjlondon.com/blog/ai-agents-could-make-free-software-matter-again/

Agent Skills: Disseminating Expertise

https://roundup.getdbt.com/p/agent-skills-disseminating-expertise

Architectural Governance at AI Speed

https://www.infoq.com/articles/architectural-governance-ai-speed/

Some uncomfortable truths about AI coding agents

https://standupforme.app/blog/some-uncomfortable-truths-about-ai-coding-agents/

Agent Labs: Workload-Harness Fit

https://www.akashbajwa.co/p/agent-labs-workload-harness-fit

Harness design for long-running application development

https://www.anthropic.com/engineering/harness-design-for-long-running-agents

J'ai donné un accès SSH à une IA sur mon infrastructure. Voici ce qui s'est passé.

https://faridsaid.com/blog/ia-copilote-infrastructure-it.html

Your ticket is a prompt

https://dheer.co/tickets-are-prompts/

Everyone told you to deploy AI agents. No one told you what happens to your SOC when you do

https://venturebeat.com/security/rsac-2026-agentic-soc-agent-telemetry-security-gap

Entire Claude Code CLI source code leaks thanks to exposed map file

https://arstechnica.com/ai/2026/03/entire-claude-code-cli-source-code-leaks-thanks-to-exposed-map-file/

MCP is up to 32× more expensive than CLI. Here's why we still use it.

https://www.scalekit.com/blog/mcp-vs-cli-use

OpenClaw has 500,000 instances and no enterprise kill switch

https://venturebeat.com/security/openclaw-500000-instances-no-enterprise-kill-switch

The Fed Chair Just Said What AI Leaders Won't: The Models Don't Work

https://vinvashishta.substack.com/p/the-fed-chair-just-said-what-ai-leaders

The Revenge of the Data Scientist

https://hamel.dev/blog/posts/revenge/

The 2nd Phase of Agentic Development

https://www.dbreunig.com/2026/04/01/the-2nd-phase-of-agentic-development.html

AI Coding Agents, Deconstructed

https://blog.apiad.net/p/the-anatomy-of-ai-coding-agents

Software Developers Will Never Die

https://fdoml.r.sp1-brevo.net/mk/cl/f/sh/6rqJfgq8dIW5aVMhAfgvBYZtx7Y/z8JUBcwBOo9s

RDEL #137: What kinds of new debt are teams accumulating with AI?

https://link.mail.beehiiv.com/ss/c/u001.71LCQkoHczeoiEaexlZjtjNH4ATSZBzBEVr3dqi6a5i3h23INcLJkXo0_uWUYOYoQFYm6DiTSalPiLwDoZBV38W1EJQyKDKyvnx-oljK2WyJKA5lpX-bYhIt-ejLBBAMgck3emFJnqhroInk8dsLFdzYG7Knqzv0020UNkw1b8g_YGtxI25Zm48XZy2yIwNs/4ph/Gsov6Q6FSgKOvnO9xaXguA/h8/h001.83WoYC25RVHG1FqHZFqyL4LX2Mz7obh5YH-C7Vhx5Ts

GitHub Will Use Copilot Interaction Data from Free, Pro, and Pro+ Users to Train AI Models

https://www.infoq.com/news/2026/04/github-copilot-training-data/?utm_source=tldrdata

The hidden technical debt of agentic engineering

https://thenewstack.io/hidden-agentic-technical-debt/?utm_source=tldrdata

Inside Meta's Home Grown AI Analytics Agent

https://substack.com/redirect/ba07d9cf-3fcb-4cc8-9b6e-82719f04691d?j=eyJ1IjoiN3Y1bG1jIn0.HlvPOGYPdVknSYzEK1JIj6IFkAFn8zuyjtfU9Mbft9Q

Next Major MCP Update Focuses on Scaling Agentic AI

https://techstrong.ai/articles/next-major-mcp-update-focuses-on-scaling-agentic-ai/?utm_source=tldrdata

Anthropic boasts revenue run rate of $30 billion as the Claude developer expands its partnership with Google and Broadcom

https://links.tldrnewsletter.com/ZPmNRf

How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines

https://engineering.fb.com/2026/04/06/developer-tools/how-meta-used-ai-to-map-tribal-knowledge-in-large-scale-data-pipelines/?utm_source=tldrnewsletter

OpenAI's $122B "VC Round" Is Vendor Deals, Contingent Capital, and a Guaranteed Return It Arguably Can't Afford

https://www.saastr.com/openais-122b-vc-round-is-vendor-deals-contingent-capital-and-a-guaranteed-return-it-arguably-cant-afford/?utm_source=tldrai

What is inference engineering? Deepdive

https://link.mail.beehiiv.com/ss/c/u001.yC9eJs5Q3flddlsql05gYc6Roum41tU9YvWrxTcURupr9TFTmoGO6OCTwo0MrYEwHs8CxH9wrc4EVWV6l1x1Fvsq-UB7KYdUk7DQkJuAnoI6BKsB5FGVlJqhX2TcgmFvRtGdp-K0yO3P1Lt4wbRXO7Ed4gqANVi0Q_ggVMuaVA0z83MdiAOZjCSi8DIsbKI2_mNM3T14ZDILccV7bJrDrQ/4pl/3VF-0GN0Qn2fAP3iSzFi1w/h14/h001.cebkFxZB3-UZq81Dhqy1qwkUlwItpjelQVoikmwVslw

What next for the compute crunch?

https://martinalderson.com/posts/what-next-for-the-compute-crunch/?utm_source=tldrnewsletter

GLM-5.1: Towards Long-Horizon Tasks

https://z.ai/blog/glm-5.1

We're actually running out of benchmarks to upper bound AI capabilities

https://www.lesswrong.com/posts/gfkJp8Mr9sBm83Rcz/we-re-actually-running-out-of-benchmarks-to-upper-bound-ai

Agentic Infrastructure

https://vercel.com/blog/agentic-infrastructure?utm_source=tldrai

Making Claude Cowork ready for enterprise

https://claude.com/blog/cowork-for-enterprise?utm_source=tldrai

Code Is Cheap Now, And That Changes Everything

https://perevillega.com/posts/2026-03-16-code-is-cheap-now/?utm_source=tldrdev

Components of A Coding Agent

https://link.mail.beehiiv.com/ss/c/u001.u7AEjFG7xD7PeXgObD5uI4TGUjHe7DXGFFmqNkCynUURnQgnu1U1lXxslVh48dbZZ9XpCCpHs1y0J0zv6GXcdNDbmnDS9LV_SgwPUqmDSTirsejyMqu8NrpfUStP_U67MBst4_5mTgd4ptpCx-YTzsH9uxUY11Suh0hLqwepsYRDSRhk4iQpJ-C_lHnzalCZLJ5Yse_6DnJcQ8gk6J8dJQ/4po/-Dh9L7oNQ_unt2XC4Tm6Wg/h14/h001.LL4yk1vPP9cll1A2N896LwCIdgn7WGhZkZSGYZ0llEU

The Vercel Plugin on Claude Code wants to read all your prompts!

https://links.tldrnewsletter.com/pzcJMT

Welcome to the "find out" stage of AI

https://stackoverflow.blog/2026/04/27/welcome-to-the-find-out-stage-of-ai/

GitHub Copilot is moving to usage-based billing

https://github.blog/news-insights/company-news/github-copilot-is-moving-to-usage-based-billing/

GPU Spot Prices Surge 114% in Six Weeks

https://tomtunguz.com/b200-gpu-pricing-spot-market-model-releases/

An open-source spec for Codex orchestration: Symphony

https://links.tldrnewsletter.com/fp0tkz

How to stop babysitting your agents

https://watch.getcontrast.io/register/unblocked-how-to-stop-babysitting-your-agents

Mistral AI launches Workflows, a Temporal-powered orchestration engine already running millions of daily executions

https://venturebeat.com/technology/mistral-ai-launches-workflows-a-temporal-powered-orchestration-engine-already-running-millions-of-daily-executions

An Interview with OpenAI CEO Sam Altman and AWS CEO Matt Garman About Bedrock Managed Agents

https://stratechery.com/2026/an-interview-with-openai-ceo-sam-altman-and-aws-ceo-matt-garman-about-bedrock-managed-agents/

Long-running Agents

https://addyosmani.com/blog/long-running-agents/

Structured-Prompt-Driven Development (SPDD)

https://martinfowler.com/articles/structured-prompt-driven/

The Trust Problem With AI Agents

https://tldr.tech/blog/trust-problem-ai-agents

Why Your Multi-Agent Network Works in Demo but Falls Apart in the Wild

https://decisionai.substack.com/p/why-your-multi-agent-network-works

Why Your AI Agent Is Drowning in Tools (And How Code Mode Saves It)

https://engineering.leanix.net/blog/code-mode/

Agents can now create Cloudflare accounts, buy domains, and deploy

https://blog.cloudflare.com/agents-stripe-projects/

Introducing Ads CLI: A Command-Line Interface for Meta Ads and Commerce

https://developers.facebook.com/blog/post/2026/04/29/introducing-ads-cli/

GitHub - stripe/link-cli: Let your agents spend on your behalf. Your payment credentials are never exposed. You approve every purchase.

https://github.com/stripe/link-cli

The $112 Billion Quarter

https://tomtunguz.com/2026-04-29-the-112-billion-quarter-hyperscalers-bet-the-farm-on-ai/

Claude Security is now in public beta

https://claude.com/blog/claude-security-public-beta?utm_source=tldrai

How I Use AI to Code

https://www.chrismdp.com/coding-with-ai-2026/

How I Use Claude Code

https://docs.anthropic.com/en/docs/claude-code

Structured-Prompt-Driven Development (SPDD)

https://martinfowler.com/articles/structured-prompt-driven.html

Claude Dispatch and the Power of Interfaces

https://leadershipintech.com/links/22203/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

Your AI wants to nuke your database. Guardrails fix that.

https://blog.railway.com/p/your-ai-wants-to-nuke-your-database?utm_source=tldrit

From Cloud Native to AI Native | re:cinq

https://leadershipintech.com/links/22199/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

GitHub Copilot is moving to usage-based billing

https://leadershipintech.com/links/22206/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

Pragmatic AI Software Consultancy

https://leadershipintech.com/links/22204/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

Agent Skills

https://addyosmani.com/blog/agent-skills/?utm_source=tldrnewsletter

Agentic Coding is a Trap

https://larsfaye.com/articles/agentic-coding-is-a-trap?utm_source=tldrdev

Designing, Refining, and Maintaining Agent Skills at Perplexity

https://research.perplexity.ai/articles/designing-refining-and-maintaining-agent-skills-at-perplexity?utm_source=tldrai

LLMs Are Not a Higher Level of Abstraction

https://www.lelanthran.com/chap15/content.html?utm_source=tldrdev

Writing my first evals

https://workos.com/blog/writing-my-first-evals?utm_source=tldrai&utm_medium=newsletter&utm_campaign=q22026

The $570K canary: What AI coding agents reveal about enterprise AI's real gaps

https://www.cio.com/article/4166029/the-570k-canary-what-ai-coding-agents-reveal-about-enterprise-ais-real-gaps.html?utm_source=tldrit

Agent Skills

https://addyosmani.com/blog/agent-skills/?utm_source=tldrdev

Cisco grabs Astrix to secure AI agents

https://www.networkworld.com/article/4166695/cisco-grabs-astrix-to-secure-ai-agents.html?utm_source=tldrit

Nicolas Bustamante on X: "Model-Harness-Fit"

https://links.tldrnewsletter.com/qUoyVM

Small language models: Rethinking enterprise AI architecture

https://www.infoworld.com/article/4160404/small-language-models-rethinking-enterprise-ai-architecture.html?utm_source=tldrit

AI didn't delete your database, you did

https://idiallo.com/blog/ai-didnt-delete-your-database-you-did

AI didn't delete your database, you did

https://idiallo.com/blog/ai-didnt-delete-your-database-you-did

claude code is not making your product better

https://ethanding.substack.com/p/claude-code-is-not-making-your-product

Cognitive Surrender

https://addyosmani.com/blog/cognitive-surrender/

Cognitive Surrender

https://addyosmani.com/blog/cognitive-surrender/

How to Work and Compound with AI

https://eugeneyan.com/writing/working-with-ai/

Microsoft Agent 365, now generally available, expands capabilities and integrations

https://www.microsoft.com/en-us/security/blog/2026/05/01/microsoft-agent-365-now-generally-available-expands-capabilities-and-integrations/

New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration

https://claude.com/blog/new-in-claude-managed-agents

Your AI Agent Will Eventually Delete Prod

https://dev.to/pat9000/your-ai-agent-will-eventually-delete-prod-3k4a

Vibe coding or spec-driven development? How to choose

https://www.infoworld.com/article/4166817/vibe-coding-or-spec-driven-development-how-to-choose.html

The AWS MCP Server is now generally available | Amazon Web Services

https://aws.amazon.com/blogs/aws/the-aws-mcp-server-is-now-generally-available/?utm_source=tldrit

/goal: The Six-Hour Codex Run That Survived a Five-Hour Pause

https://tectontide.com/en/blog/codex-goal-six-hour-run/?utm_source=tldrai

@adlrocha - In a quest to becoming AI-independent

https://adlrocha.substack.com/p/adlrocha-in-a-quest-to-becoming-ai

Escape from agentic loop

https://www.proofofconcept.pub/p/escape-from-agentic-loop

A well-architected secretary is 76 agents in a trenchcoat

https://blog.dataexpert.io/p/ai-architecture-is-misunderstood

You Need AI That Reduces Maintenance Costs

https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs

Tech Readers #138 — Combien coûte l'utilisation de la GenAI aujourd'hui ?

https://fdoml.r.sp1-brevo.net/mk/mr/sh/SMJz09SDriOHVb612fQMqcEs829Y/nmk2OKfV1knb

Patterns for Reducing Friction in AI-Assisted Development

https://martinfowler.com/articles/reduce-friction-ai/

The 2026 AI Index Report | Stanford HAI

https://hai.stanford.edu/ai-index/2026-ai-index-report/technical-performance

The 8 Levels of Agentic Engineering — Bassim Eledath

https://www.bassimeledath.com/blog/the-8-levels-of-agentic-engineering

The slop cannons in your engineering org

https://www.yoyo.bio/p/the-slop-cannons-in-your-engineering

When everyone has AI and the company still learns nothing

https://leadershipintech.com/links/22287/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

The best argument I've heard for why AI won't take your job

https://www.platformer.news/ai-job-loss-box-ceo-aaron-levie/?utm_source=tldrit

The 8 Levels of Agentic Engineering

https://www.bassimeledath.com/blog/agentic-engineering-levels

Anthropic puts Claude agents on a meter across its subscriptions

https://www.infoworld.com/article/4171274/anthropic-puts-claude-agents-on-a-meter-across-its-subscriptions.html

Context makes the Coworker: Glean preferred ~2.5x as often as off-the-shelf MCP tools, which consumed 30% more tokens in Claude Cowork

https://www.glean.com/blog/context-makes-the-coworker

How DoorDash built an AI code reviewer engineers actually listen to

https://careersatdoordash.com/blog/how-doordash-built-an-ai-code-reviewer-engineers-actually-listen-to/

I don't want my business trapped in Claude

https://aiwithremy.beehiiv.com/

Amazon employees are "tokenmaxxing" due to pressure to use AI tools

https://leadershipintech.com/links/22322/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

If AI Writes Your Code, Why Use Python?

https://programmingdigest.net/links/22336/8e384055-4ef6-4411-8656-1644e3ae163f/email

Interaction Models: A Scalable Approach to Human-AI Collaboration

https://leadershipintech.com/links/22321/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

AI Is Technology, Not a Product

https://daringfireball.net/2026/05/ai_is_technology_not_a_product?utm_source=tldrdev

Every AI Subscription Is a Ticking Time Bomb for Enterprise

https://www.thestateofbrand.com/news/ai-subscription-time-bomb?utm_source=tldrdev

Claude's next enterprise battle is not models: it's the agent control plane

https://venturebeat.com/orchestration/claudes-next-enterprise-battle-is-not-models-its-the-agent-control-plane?utm_source=tldrit

From Forward Deployed Engineers to Forward Deployed Software

https://enterprisecontextmanagement.substack.com/p/from-forward-deployed-engineers-to?utm_source=tldrit

bliki: Interrogatory LLM

https://martinfowler.com/bliki/InterrogatoryLLM.html

Let's talk about AI slop

https://archestra.ai/blog/only-responsible-ai?utm_source=tldrdev

Your AI agent deletes critical data: Who is responsible?

https://www.cio.com/article/4170277/your-ai-agent-deletes-critical-data-who-is-responsible.html?utm_source=tldrdata

The AI-native developer

https://link.mail.beehiiv.com/ss/c/u001.yC9eJs5Q3flddlsql05gYZaBcLWTqvnQh8p0MtEOhoY-S1qvDY4ktM5oQqYjcvHsIDIlEacYnvZWZODQQz6E3UGnPTEKMXh2u3zVQkJBWOPq4RMrbvYdeEjYyAsp30mHr3rVJzjy4inQNTSUo_Vd6z-kBZfNT8Ua-y24ofC_1lezLrY588mPhcNylkYesh42/4qr/A48bUg-oTPGNi_eseh7mQg/h23/h001.TDDDIbh_YZPHotnmrQNeb-Av-e4V9mFw9sBY-E3mPGI

The Great Flattening — How AI Capex Is Redrawing Tech's Org Chart

https://link.mail.beehiiv.com/ss/c/u001.3a5P_SwQzY5x8USD2q4p0vos_2q8ZvMgAgnK88B3nJvQqTmeT9n-_xwDzCaQUtPe_6drEqsVG2cRiaIN0ZwbpMdRyq52Qg1FGqzi10Vvc8QANIswenVtnQ8RYH81Ay_xvON_8CHpkUhowzTaSSrS5Ea9wr3NmWBgvgHRYej2QIVlEg5e2n0NmzcXjrE8MnMo/4qr/A48bUg-oTPGNi_eseh7mQg/h18/h001.dBY8AsvWq8fxUGRVR1yJsK4NH-X03WRIRk5BfisHLPI

The Workflow Collision

https://webframp.com/posts/the-workflow-collision/?utm_source=tldrnewsletter

Gemini 3.5: frontier intelligence with action

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5/?utm_source=tldrdev

I/O 2026: Welcome to the agentic Gemini era

https://blog.google/innovation-and-ai/sundar-pichai-io-2026?utm_source=tldrit

Maintainability sensors for coding agents

https://martinfowler.com/articles/sensors-for-coding-agents.html?utm_source=tldrdev

OpenAI has the smarter model. Anthropic is winning anyway.

https://blog.ravi-mehta.com/p/openai-vs-anthropic?utm_source=tldrnewsletter

The Cheap, Good, And Fast Paradox Returns

https://engineering.prezi.com/the-cheap-good-and-fast-paradox-returns-2c7f0d8672e4?utm_source=tldrdev

Cheap AI could derail OpenAI and Anthropic's IPOs

https://www.cnbc.com/2026/05/20/cheap-ai-could-derail-openai-and-anthropics-ipos.html

anshuman on X: "On Building Agents From First Principles"

https://links.tldrnewsletter.com/Gb5Zoo

What's Easy Now? What's Hard Now?

https://brooker.co.za/blog/2026/05/18/whats-easy-whats-hard.html

AI's Plummeting Prices Are a Software Story, Not a Hardware One

https://weightythoughts.com/p/ais-plummeting-prices-are-a-software

The Unsustainable Subsidy

https://tomtunguz.com/ai-model-inflation/

Gen Z is not booing AI. It is booing its own job market

https://thenextweb.com/news/gen-z-commencement-boos-ai-redundancy-cohort

Google to unify AI coding tools under Antigravity

https://www.infoworld.com/article/4175416/google-to-unify-ai-coding-tools-under-antigravity.html

What we've learned building cloud agents

https://cursor.com/blog/cloud-agent-lessons

AI code boom drives production failures, higher spending

https://www.theregister.com/ai-ml/2026/05/20/ai-code-boom-drives-production-failures-higher-spending/

--dangerously-skip-reading-code

https://olano.dev/blog/dangerously-skip/

Predicting AI job exposure — Benedict Evans

https://www.ben-evans.com/benedictevans/2026/5/24/ai-job-exposure

Specialization Beats Scale: A Strategic Variable Most AI Procurement Decisions Overlook

https://huggingface.co/blog/Dharma-AI/specialization-beats-scale

AI is killing the cheap smartphone

https://leadershipintech.com/links/22431/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

I think Anthropic and OpenAI have found product-market fit

https://leadershipintech.com/links/22429/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

The current AI pricing was always going to go away

https://leadershipintech.com/links/22430/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

A Practical Guide to Becoming an AI-Native Engineer

https://blog.bytebytego.com/p/a-practical-guide-to-becoming-an

Karpathy's Autoresearch found a 3-year-old bug in our query engine (and improved performance by 11%)

https://posthog.com/blog/karpathy-autoresearch-query-engine-bug

Intelligence Per Dollar

https://tomtunguz.com/tokens-per-result/

Anthropic Files Confidential S-1: Joins $3 Trillion AI IPO Race

https://link.mail.beehiiv.com/ss/c/u001.QjV4wsdpuYCrenONHtkmRHmmdhBb2cLpD4Gbfvc1v-Ir7nzsI5aCqNTbjteTvWcGGAtDmZox1rai7RkXcIkPf5TRBUZVquN9Ul3s31aLDRDlIc6q0oMagYsGtqs6dfnw7-BRQ-PCxmFBQIjzhbA_8OK03f2qEcraHLGWxSA7gxjU0SUpvoqwKu7CVH-b5S1SntSuqJ6wqMj7KSeBd4o7bPoQfdr2uNcSSJ00A5LPdIM26DqSVaZKT_XHFQtrjZDV8eXcQh8eFHd7WwrTZ9Zz0o4H75DY1mf9hN9VYRULPfEDFlXqaY4WaoaEli7CjUMiAarBZea2oWtlHfdDnkfDjYQSjyyYzNM6w7X0tIxksV8/4r8/kIlYds4yQcOho-K9ZkT_eQ/h6/h001.nk90SWIFR8cUxOGLNrnPH_vnytLrLYgLaateYVhy3XQ

Anthropic says 80% of its new production code is now authored by Claude — how your enterprise can catch up

https://links.tldrnewsletter.com/drWVWL

When AI builds itself

https://www.anthropic.com/institute/recursive-self-improvement

A Functional Taxonomy of World Models

https://substack.com/redirect/a1cb9422-c590-4263-ad64-436719965fca?j=eyJ1IjoiN3Y1bG1jIn0.HlvPOGYPdVknSYzEK1JIj6IFkAFn8zuyjtfU9Mbft9Q

Distilling Long-Tail User Behavior into Scalable Embeddings for Job Search

https://substack.com/redirect/1e63959d-c323-4d37-aeac-57436d7161fe?j=eyJ1IjoiN3Y1bG1jIn0.HlvPOGYPdVknSYzEK1JIj6IFkAFn8zuyjtfU9Mbft9Q

8 levels of context maturity in AI-native engineering

https://link.mail.beehiiv.com/ss/c/u001.3a5P_SwQzY5x8USD2q4p0ifl3M68qmkH56j-n_NuhhP4hNYBzzelAmkV9t-_1NZMyF6-R9ZsET6TyrGQzp4nA3pLFoBCNR_5BWagr9uqIXQA-r0EyIQq_ZsECjhPnaWZwdoIQZVW8S9Y1qk3-OfueGWZbFi_Uwn9gsuRjlaBathREHXSniwBB4oKT_CnLv0ke3PZ4zxMgBYUKrACaVtIJlQ0HGGQ_rwH9ZIGpwlcZU0GKjTwkP6Lq6yHf2ARXoBY/4rc/T8LNCv72RLyBIyuO1pgQMA/h9/h001.SClh1lERZ4TwUYoAo56wSKEhfXpk-nEdytVA3IOJNZQ

GitHub - alibaba/open-code-review

https://github.com/alibaba/open-code-review

How Claude Code works in large codebases: Best practices and where to start

https://link.mail.beehiiv.com/ss/c/u001.Ira8ofUIq_P_lCLURPEgQ4_vmR0U0HcWuynAcra7cQDl0FA5uE8y1OfRsCQEvVCTRVRCPhGGHesSA0-U2ZztSEAbNgw3-p5KnR6pl4MuWEy1ucGOjLbVDfBgV-2Lf50xDIKA5K_O1_hOk3d0TS7DCXN0jZnJyyA2VQKQWYinestqUAGeJvencIcZIDZeOTAewEEwsCWRHqsvYJjQ4-o7z8uK_SwhdNBkrplyj2yOL9s/4rc/T8LNCv72RLyBIyuO1pgQMA/h14/h001.lNdSsl_-gJbRzLsfeGs0LmzUpAtr6xEGWw1Xl7IM-Yo

Addy Osmani on X: "Loop Engineering."

https://links.tldrnewsletter.com/hw6fq7

Claude Fable 5 and Claude Mythos 5

https://www.anthropic.com/news/claude-fable-5-mythos-5

Initial impressions of Claude Fable 5

https://simonwillison.net/2026/Jun/9/claude-fable-5/

What it feels like to work with Mythos

https://www.oneusefulthing.org/p/what-it-feels-like-to-work-with-mythos

GitHub - superradcompany/microsandbox: 🧱 local-first and microVM-backed sandboxes for AI agents

https://github.com/superradcompany/microsandbox

Building with AI is easy. Shipping is hard

https://substack.com/app-link/post?publication_id=3009345&post_id=201498364&utm_source=substack&utm_medium=email&utm_content=share&utm_campaign=email-share&action=share&triggerShare=true&isFreemail=true&r=7v5lmc&token=eyJ1c2VyX2lkIjo0NzU1OTI2MjgsInBvc3RfaWQiOjIwMTQ5ODM2NCwiaWF0IjoxNzgxMTI3MDY2LCJleHAiOjE3ODM3MTkwNjYsImlzcyI6InB1Yi0zMDA5MzQ1Iiwic3ViIjoicG9zdC1yZWFjdGlvbiJ9.mznwf1Lk2LEpu3w792nhPxnIQ3McEnAP5MTxDzAdI8Y

Dario Amodei — Policy on the AI Exponential

https://darioamodei.com/post/policy-on-the-ai-exponential?utm_source=tldrai

Dario Amodei — Policy on the AI Exponential

https://darioamodei.com/post/policy-on-the-ai-exponential?utm_source=tldrai

The evolution of agentic surfaces: building with Claude Managed Agents

https://claude.com/blog/building-with-claude-managed-agents?utm_source=tldrai

L'IA agentique va déplacer le pouvoir dans l'entreprise

https://www.maddyness.com/2026/06/04/ia-agentique-gouvernance-entreprise/

N-days \ red.anthropic.com

https://red.anthropic.com/2026/n-days/?utm_source=tldrai

How Claude Code works in large codebases: Best practices and where to start

https://link.mail.beehiiv.com/ss/c/u001.Ira8ofUIq_P_lCLURPEgQ4_vmR0U0HcWuynAcra7cQDl0FA5uE8y1OfRsCQEvVCTRVRCPhGGHesSA0-U2ZztSEAbNgw3-p5KnR6pl4MuWEy1ucGOjLbVDfBgV-2Lf50xDIKA5K_O1_hOk3d0TS7DCVeIc6D540I8u8890kkLI3lKzER2fhZ0Sq8spNIZamAoQE89AOSiOq6Cd7mAhQ0JiufPtB-nYiWq2nATKwUVSng/4rf/AKVyNDvFSUaVXTyhmC3i1Q/h18/h001.BhzFsx7w363INPB-_FME9Mh0rfnXq-QZ2-U5ummJjDg

Predicting AI job exposure — Benedict Evans

https://www.ben-evans.com/benedictevans/2026/5/24/predicting-ai-job-exposure

How Terry Tao Became an Evangelist for AI in Math | Quanta Magazine

https://www.quantamagazine.org/how-terry-tao-became-an-evangelist-for-ai-in-math-20260608/

Xiaomi's new open source, agentic AI coding harness MiMo Code beats Claude Code at ultra-long, 200+ step tasks

https://venturebeat.com/technology/xiaomis-new-open-source-agentic-ai-coding-harness-mimo-code-beats-claude-code-at-ultra-long-200-step-tasks

Writing Code vs. Shipping Code: Productivity Effects Across Generations of AI Coding Tools

https://link.mail.beehiiv.com/ss/c/u001.u7AEjFG7xD7PeXgObD5uIw5ddFRsdrPwRAsyKfCK_wmOr6G9LgJRUJxSwZaF6t2lLGp3c5gO2nw9MIx3JC-vHJ-r5uED0_KUTyN82QOA-qwdTWZSjsnB-v72YmVTK0pAUw_RDSqEWi1PIN7tZ3yT-b5cKyLvJh73P9ML1BF9iOKvphu5AXEaNUUHA7uXyWsX-VrEZEnfhd7WFWUU-j6n9w/4rf/AKVyNDvFSUaVXTyhmC3i1Q/h10/h001.rzLv6EbjBwac7ZWYV5rQILY6CXYSUrfAeH85wIh1rNE

No, everyone is not using AI for everything.

https://gabrielweinberg.com/p/people-are-consuming-ai-like-they

Don't trust large context windows

https://garrit.xyz/posts/2026-05-06-dont-trust-large-context-windows

The Bill Arrives: How to Manage Agentic AI Costs at Scale

https://cockroachlabs.com/blog/agentic-ai-costs-at-scale

Vibe Coder vs Software Engineer

https://yusufaytas.com/vibe-coder-vs-software-engineer

Why AI hasn't replaced software engineers, and won't

https://www.normaltech.ai/p/why-ai-hasnt-replaced-software-engineers

85% of IT teams claim every AI agent is under control

https://venturebeat.com/security/85-of-it-teams-claim-every-ai-agent-is-under-control-only-42-actually-know-who-owns-them/?utm_source=tldrit

Agentic Code Review

https://addyosmani.com/blog/agentic-code-review/?utm_source=tldrnewsletter

Most pros have seen AI hallucinations in IT operations

https://www.helpnetsecurity.com/2026/06/05/ai-hallucinations-it-operations-research/?utm_source=tldrit

Senior engineers are spending their week cleaning up AI-generated code

https://www.helpnetsecurity.com/2026/06/15/ai-generated-code-review-issues/?utm_source=tldrit

Stop Monitoring AI Systems Like Web Services

https://www.newsletter.swirlai.com/p/stop-monitoring-ai-systems-like-web?utm_source=tldrit

AI agents put cybersecurity frameworks to the test

https://www.ciodive.com/news/agents-change-cybersecurity-frameworks/821801/?utm_source=tldrit

RESEARCH - Agentic Reckoning: Enterprise AI has a runtime problem

https://venturebeat.com/resources/the-agentic-reckoning-enterprise-ai-organizations-have-a-runtime-problem-not-a-model-problem?utm_source=tldrit

Google Open-Sources OKF, a Markdown Format for AI Agents

https://www.implicator.ai/google-open-sources-a-knowledge-format-and-wires-it-into-its-catalog/?utm_source=tldrit

Okta expands Google Cloud partnership to secure AI agents and the browser

https://siliconangle.com/2026/06/16/okta-expands-google-cloud-partnership-secure-ai-agents-browser/?utm_source=tldrit

Why is Meta destroying its engineering organization?

https://newsletter.pragmaticengineer.com/p/why-is-meta-destroying-its-engineering?utm_source=tldrnewsletter

Agentic coding and persistent returns to expertise

https://www.anthropic.com/research/claude-code-expertise

Local Qwen isn't a worse Opus, it's a different tool

https://blog.alexellis.io/local-ai-is-not-opus/

The First Step to Keep AI Coding Fast as Your Project Grows

https://substack.com/app-link/post?publication_id=3009345&post_id=202444220&isFreemail=true&r=7v5lmc&token=eyJ1c2VyX2lkIjo0NzU1OTI2MjgsInBvc3RfaWQiOjIwMjQ0NDIyMCwiaWF0IjoxNzgxNzI3NjU5LCJleHAiOjE3ODQzMTk2NTksImlzcyI6InB1Yi0zMDA5MzQ1Iiwic3ViIjoicG9zdC1yZWFjdGlvbiJ9.AGX301-IpAP4uMyiuB_z91CaEJK4iH0hZm4DHAcgIuc

Writing my first evals

https://links.tldrnewsletter.com/jDZTe8

Claude Code - Overview - Z.AI DEVELOPER DOCUMENT

https://docs.z.ai/devpack/tool/claude

Big news: Fin is joining @Salesforce.

https://x.com/fin_ai/status/2066493998852686074

💌How I share skills across my whole team

https://aiwithremy.beehiiv.com/

Introducing Brain in Computer.

https://x.com/perplexity_ai/status/2067642139014742348

SpaceX to acquire Cursor for $60B in stock, days after blockbuster IPO

https://techcrunch.com/2026/06/16/spacex-to-acquire-cursor-for-60b-in-stock-days-after-blockbuster-ipo/

Don't rely on instructions, use Agent Hooks to enforce guardrails

https://zarar.dev/agent-hooks-deterministic-guardrails-for-ai-generated-code/

Building Reliable Agentic AI Systems

https://martinfowler.com/articles/reliable-llm-bayer.html

The Anatomy of an AI-Native Org

https://leadershipintech.com/links/22586/3d78f33c-7ca0-4e03-9c70-68e56918a4cd/email

8 levels of context maturity in AI-native engineering

https://link.mail.beehiiv.com/ss/c/u001.3a5P_SwQzY5x8USD2q4p0ifl3M68qmkH56j-n_NuhhP4hNYBzzelAmkV9t-_1NZMyF6-R9ZsET6TyrGQzp4nA3pLFoBCNR_5BWagr9uqIXQA-r0EyIQq_ZsECjhPnaWZwdoIQZVW8S9Y1qk3-OfueC4UCozOQdr-SzeYwVlw2yyRb7vi1lAGEYN5njqz8xOsVev4szt29O1N_uKrzEoWqEs7GrjGCUeAGTm9CGiHT_YyiOteCt3AJj3FUQXLJDq8/4rq/q4gwrYlsQTuTmP68g5wleA/h9/h001.b5borLR2vmSjXvmfhQ3kQahkB95UbnT803wtE6rBDzw

A coding agent is six functions in a trenchcoat

https://elink56e.dataelixir.com/ss/c/u001.MwQ9-DqNm-0ctGFRWAEvcbeJ5lreZsNER36P-UBzynN5fx2bnRSnZjvgfM9GduSJkvYP4EyXXz3c2P5vM3wu6X8daRliJYZ1wBl7W8NPUIBIo4BRQM1UL93TawEXtDuejPtoaxnBq7tPngZ9GaJx9au_SZEirMC96X64boQTNOHvAGiCKY9B870vRiJzPg6WA7Q30PjxGL6YcdBBxjNCNXXH-XWVi9HQZnG1U6HXGVY/4rq/r319z6YKTm2UnMhONNYNxA/h4/h001.0xX8a7SP7gLf1nKcn-EvXtAnsD9PC-Ejesh28G6sD8A

GLM-5.2 Is The New Best Open Model

https://thezvi.wordpress.com/2026/06/22/glm-5-2-is-the-new-best-open-model/?utm_source=tldrdev

When I reject AI code even if it works

https://vinibrasil.com/when-i-reject-ai-code-even-if-it-works/

Knowledge Agents: Beat Frontier Models with Better Structure

https://weightythoughts.com/p/knowledge-agents-beat-frontier-models?utm_source=tldrai

An Ex-Meta L8's Agentic Engineering Setup

https://blog.bytebytego.com/p/an-ex-meta-l8s-agentic-engineering?utm_source=tldrdev

Hidden Technical Debt of AI Systems: Agent Harness

https://leehanchung.github.io/blogs/2026/05/08/hidden-technical-debt-agent-harness/?utm_source=tldrdev

The Problem is Prompt Debt

https://www.dbreunig.com/2026/06/22/the-problem-is-prompt-debt.html?utm_source=tldrnewsletter

The Coming Loop

https://lucumr.pocoo.org/2026/6/23/the-coming-loop/?utm_source=tldrnewsletter

Growing as an engineer in a world of AI

https://link.mail.beehiiv.com/ss/c/u001.yC9eJs5Q3flddlsql05gYaZDMkZAxi6vQVONBN2-QpKs66DZcvCpefyblSRLQfUOolJJ7xEP1ELITrdTZzgamXJyiVFYysA-rrMAelOxVrz93DYz0aTHHDr3H2hAfpLoqQvqhMODdI2MkHIHl6yAqTEaCO0dHj9JmyVYQeWmr4HJfHLm8SdLohU1zzi7SYM8/4rt/GprCMSxARbOYQXWwa4OaOQ/h19/h001.3sG-CGJPcoBzNAy2pv0-TEFLZe0O6AJgach3378ogLM

What Is Software, and Will LLMs Replace It?

https://tomassetti.me/what-is-software-llms-interface-layer/?utm_source=tldrit

Loop Engineering

https://link.mail.beehiiv.com/ss/c/u001.K3FzaWG5vnes9asChrWWUH4s5J6LGhy1MGtNBf8LtprSVZbXt-cw1Q62dDP5FQkEQyneRXNuw8WpDqdfKf8UGkEoIDp1FU-f-99Z_Cv0EtrOA59zhhIHjDAmD_NP33ndrpBn5iOqCJdrnsBBUVHxhJgIHioSbJVulk9o7Kcdacc/4rt/GprCMSxARbOYQXWwa4OaOQ/h15/h001.5w2o7lqWwYeuvh4VYVZ-HiKDSpDRNMwY_CN01lh9Xag

The Coming Divide: AI-Native or Left Behind

https://danielmiessler.com/blog/ai-native-divide

You can't unit test for taste

https://dev.karltryggvason.com/you-cant-unit-test-for-taste/

Palana (Part 2): Architecting isolation, identity, and auditability for AI agents

https://substack.com/redirect/cd43f8b4-f65b-4e63-9367-38372ac985ae?j=eyJ1IjoiN3Y1bG1jIn0.HlvPOGYPdVknSYzEK1JIj6IFkAFn8zuyjtfU9Mbft9Q

Palana (Part 1): Why Grab built a secure platform for autonomous AI Agents

https://substack.com/redirect/a21cb930-a684-4991-8905-f6a3a96ca110?j=eyJ1IjoiN3Y1bG1jIn0.HlvPOGYPdVknSYzEK1JIj6IFkAFn8zuyjtfU9Mbft9Q

Mark Zuckerberg tells staff that AI agents haven't progressed as quickly as he'd hoped

https://techcrunch.com/2026/07/02/mark-zuckerberg-tells-staff-that-ai-agents-havent-progressed-as-quickly-as-hed-hoped/

Understanding is the new bottleneck

https://www.geoffreylitt.com/2026/07/02/understanding-is-the-new-bottleneck.html

We Ran 250 AI Agent Evals to Find Out if Skills Beat Docs. The Answer Is More Complicated Than We Expected

https://www.wix.engineering/post/we-ran-250-ai-agent-evals-to-find-out-if-skills-beat-docs-the-answer-is-more-complicated-than-we-ex

Better Models: Worse Tools

https://lucumr.pocoo.org/2026/7/4/better-models-worse-tools/

Closing the Verification Loop

https://thinkroom.kieranklaassen.com/d/njrS5TJhis

The twilight of the chatbots

https://www.oneusefulthing.org/p/the-twilight-of-the-chatbots

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI

https://arxiv.org/abs/2607.01418

Chinese AI models are gaining ground with U.S. companies as OpenAI, Anthropic costs surge

https://www.cnbc.com/2026/07/07/chinese-ai-models-costs-us-openai-anthropic.html

Harness Engineering for Self-Improvement

https://lilianweng.github.io/posts/2026-07-04-harness/

How tech workers are feeling in 2026: a workforce splitting in two

https://www.lennysnewsletter.com/p/how-tech-workers-are-feeling-in-2026

Not all model upgrades are upgrades

https://developer.microsoft.com/blog/not-all-model-upgrades-are-upgrades

Theory of constraints, AI, and code review

https://swizec.com/blog/theory-of-constraints-ai-and-code-review/

SpaceXAI releases Grok 4.5, which Elon describes as an 'Opus-class model'

https://techcrunch.com/2026/07/08/spacexai-releases-grok-4-5-which-elon-describes-as-an-opus-class-model/

Separating signal from noise in coding evaluations

https://links.tldrnewsletter.com/IARtyA

Stop being the code review bottleneck

https://newsletter.posthog.com/p/code-review-tips

Your AI Margin is Meta's Opportunity

https://spyglass.org/meta-ai-cloud-business-model/

Control the ideas, not the code

https://antirez.com/news/169?utm_source=tldrnewsletter

Five studies that are changing how I think about AI in software engineering

https://link.mail.beehiiv.com/ss/c/u001.yC9eJs5Q3flddlsql05gYZaBcLWTqvnQh8p0MtEOhoYiVfhyAGpnGX5gZT5PZEZq2G1fGHikzwdcgyVr1395os48fvSCVaYq5NIcwYVHY1tSfiRQ2mYDdITNSTqQfnEXjcvHxBDzjznIRsKNVE3IJbbbD2zwk72gFcbp6G9G0U_6Tjo185JjnNP70V7VlKXg/4sb/L5ZMi-hyQSeHr_sJ4UpZoQ/h8/h001.4EyFfi-ZmATapy8O3b85KBIh9x6d_7y1Fjl_sId98AE

Five studies that are changing how I think about AI in software engineering

https://link.mail.beehiiv.com/ss/c/u001.yC9eJs5Q3flddlsql05gYZaBcLWTqvnQh8p0MtEOhoYiVfhyAGpnGX5gZT5PZEZq2G1fGHikzwdcgyVr1395os48fvSCVaYq5NIcwYVHY1tSfiRQ2mYDdITNSTqQfnEXjcvHxBDzjznIRsKNVE3IJbbbD2zwk72gFcbp6G9G0U_6Tjo185JjnNP70V7VlKXg/4sb/L5ZMi-hyQSeHr_sJ4UpZoQ/h8/h001.4EyFfi-ZmATapy8O3b85KBIh9x6d_7y1Fjl_sId98AE

Software Design in the Agentic Age: Place Your Bets

https://link.mail.beehiiv.com/ss/c/u001.sGoRjeV3QKXxxm_cll-jKWdsoPloiCvDY_hdYQQOhj_lUxqsDO0sTAKBd4zLBYg_Pyg91PK9T_wPsASfGTpvvQlXUlm8E0FjdZd8sKo2XxfYtMPez9jBCmHC-uyERhZ3MFe8uzkIquVeYnNGxhPV7WM3_oTb5I1Ar5JegfFnz6V_Zk_qDjW6Me5Q0u23RuBE/4sb/L5ZMi-hyQSeHr_sJ4UpZoQ/h16/h001.cBrd2INnsmX1Pk3yp_e7MPtjgzD7kp5SqEoEgGgCmOE

"When AI Costs More Than the Engineer"

https://link.mail.beehiiv.com/ss/c/u001.NxDti-hLnxnUue0yjhAbR2z-gOXv8f6QA_ybBu1EQ6nxZpY_KZV86z4g_0cLkhp3cyqIqJJyQLYnMD3abj3wD_1RxmYRipmKXYs2RYigjx2uP3ts3qH11JBogOUPkYq71wkoEK592Rh6jDz9uBy3yk4j4pdWTrEHushoGztbSPY/4sb/L5ZMi-hyQSeHr_sJ4UpZoQ/h13/h001.KKWJ_OPX1MS1rRG4oD-Oc0gtclMLjcITqgCVMiZEwi0

Why AI hasn't replaced software engineers, and won't

https://link.mail.beehiiv.com/ss/c/u001.3a5P_SwQzY5x8USD2q4p0osCi4buxata7Vai67cJzQGayWSIfya40mw16s8tzc1eule-RjkB5BKXJ5hg8k5mWXzlocABguJ0SKRmd4dGip7KeHhrPdvgoHlHTe_gCVdW5Y6SyuLDV8NVUraxkRt20kaYkbd8vfDPQA2kW7IeSAXrAasISMdFX_8jhwkk6hcG0RMS8FfRNUZYJ4cUHVNmpQ/4sb/L5ZMi-hyQSeHr_sJ4UpZoQ/h11/h001.d0WEySWBK0YaKAmFLBBfGaoCIrcEN_fpi5vN8aXnYU8

Why AI hasn't replaced software engineers, and won't

https://link.mail.beehiiv.com/ss/c/u001.3a5P_SwQzY5x8USD2q4p0osCi4buxata7Vai67cJzQGayWSIfya40mw16s8tzc1eule-RjkB5BKXJ5hg8k5mWXzlocABguJ0SKRmd4dGip7KeHhrPdvgoHlHTe_gCVdW5Y6SyuLDV8NVUraxkRt20kaYkbd8vfDPQA2kW7IeSAXrAasISMdFX_8jhwkk6hcG0RMS8FfRNUZYJ4cUHVNmpQ/4sb/L5ZMi-hyQSeHr_sJ4UpZoQ/h11/h001.d0WEySWBK0YaKAmFLBBfGaoCIrcEN_fpi5vN8aXnYU8

A primer on self-improving agent harnesses

https://bdtechtalks.substack.com/p/a-primer-on-self-improving-agent?utm_source=tldrdev

Agentic Misalignment in Summer 2026

https://alignment.anthropic.com/2026/agentic-misalignment-summer-2026/?utm_source=tldrdev

Atlassian Extends AI Reach of Jira Into Agentic Engineering Workflows

https://devops.com/atlassian-extends-ai-reach-of-jira-into-agentic-engineering-workflows/?utm_source=tldrit

From Zero Trust to Agent Trust

https://fandf.co/4aunxmT?utm_source=tldrai

Backed by $60M in funding, Oak steps out of stealth to fix the identity mess that AI agents are making worse

https://techcrunch.com/2026/07/15/backed-by-60m-in-funding-oak-steps-out-of-stealth-to-fix-the-identity-mess-that-ai-agents-are-making-worse/?utm_source=tldrit

Anthropic, Blackstone bet the next trillion-dollar AI business is implementation, not just models

https://techcrunch.com/2026/07/15/anthropic-blackstone-bet-the-next-trillion-dollar-ai-business-is-implementation-not-models/

How Anthropic runs large-scale code migrations with Claude Code

https://claude.com/blog/ai-code-migration

The Pulse: What can we learn from Bun's rapid Rust rewrite with AI?

https://blog.pragmaticengineer.com/the-pulse-what-can-we-learn-from-buns-rapid-rust-rewrite-with-ai/

Linus Torvalds to critics of AI coding in Linux: "Fork it. Or just walk away."

https://arstechnica.com/ai/2026/07/linus-torvalds-to-critics-of-ai-coding-in-linux-fork-it-or-just-walk-away/

The LLM Critics Are Right. I Use LLMs Anyway.

https://www.theocharis.dev/blog/llm-critics-are-right-i-use-llms-anyway/

A Chinese AI startup is about to hit $1bn in sales while giving its best models away for free

https://thenextweb.com/news/a-chinese-ai-startup-is-about-to-hit-1bn-in-sales-while-giving-its-best-models-away-for-free

The Kimi K3 Moment

https://stephen.bochinski.dev/blog/2026/07/18/the-kimi-k3-moment/

A new software engineering paradigm – Blog

https://georgwiese.github.io/posts/formal-verification-ai/

Claude Is Not a Compiler

https://blog.exe.dev/claude-is-not-a-compiler

Cursor, Codex, Gemini CLI, Antigravity hit by sandbox escapes

https://links.tldrnewsletter.com/fjbiHH

SaaS will survive, but lazy SaaS is dead

https://www.infoworld.com/article/4198497/saas-will-survive-but-lazy-saas-is-dead.html

How Anthropic runs large-scale code migrations with Claude Code

https://claude.com/blog/ai-code-migration